From 4e8cb8c4b89a5907d73309ec092348a5bbb4e965 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 17:59:06 +0100 Subject: [PATCH 01/19] Add EnvironmentTask.reward_fn: binary task reward generalizing atom-set goals When set, the callable is the environment-side success criterion and BaseEnv.goal_reached evaluates it in place of the plain goal-atom check (which remains the None default). Propagated through the PyBullet task conversion and alt-goal replacement. Deliberately not copied into the agent-facing Task, so approaches cannot peek at the ground-truth criterion. First user: the domino min-block reward (topple AND at most K* movable blues used). --- predicators/envs/base_env.py | 4 ++++ predicators/envs/pybullet_env.py | 3 ++- predicators/structs.py | 12 +++++++++++- 3 files changed, 17 insertions(+), 2 deletions(-) diff --git a/predicators/envs/base_env.py b/predicators/envs/base_env.py index a88eae29e..3b33a71b6 100644 --- a/predicators/envs/base_env.py +++ b/predicators/envs/base_env.py @@ -215,6 +215,10 @@ def goal_reached(self) -> bool: Subclasses may override. """ + # A task's binary reward function, when present, is the success + # criterion — the atom-set check below is its special case. + if self._current_task.reward_fn is not None: + return self._current_task.reward_fn(self._current_state) # NOTE: this is a convenience hack because most environments that are # currently implemented have goal descriptions that are simply sets of # ground atoms. In the future, it may be better to implement this on a diff --git a/predicators/envs/pybullet_env.py b/predicators/envs/pybullet_env.py index 731cfd8e6..d8fcfe59b 100644 --- a/predicators/envs/pybullet_env.py +++ b/predicators/envs/pybullet_env.py @@ -1608,6 +1608,7 @@ def _add_pybullet_state_to_tasks( pybullet_init.option_history = [] pybullet_task = EnvironmentTask(pybullet_init, task.goal, - goal_nl=task.goal_nl) + goal_nl=task.goal_nl, + reward_fn=task.reward_fn) pybullet_tasks.append(pybullet_task) return pybullet_tasks diff --git a/predicators/structs.py b/predicators/structs.py index 67ea23d98..117948ddc 100644 --- a/predicators/structs.py +++ b/predicators/structs.py @@ -1013,6 +1013,15 @@ class EnvironmentTask: alt_goal_desc: Optional[GoalDescription] = field(default=None) # Optional natural language goal description (passed through to Task). goal_nl: Optional[str] = None + # Optional binary reward: the environment-side success criterion as a + # function of the current State. A generalization of the atom-set goal: + # when None (every ordinary task), success = all goal_description atoms + # hold; when set, this callable IS the criterion (typically wrapping the + # atom check plus conditions atoms can't express, e.g. "the executed + # solution toppled at most K* movable dominoes"). Ground truth for + # ``BaseEnv.goal_reached`` only — it is deliberately NOT copied into the + # agent-facing ``Task``, so approaches can't peek at it. + reward_fn: Optional[Callable[[State], bool]] = None @cached_property def task(self) -> Task: @@ -1060,7 +1069,8 @@ def replace_goal_with_alt_goal(self) -> EnvironmentTask: """ if self.alt_goal_desc is not None: return EnvironmentTask(self.init_obs, - goal_description=self.alt_goal_desc) + goal_description=self.alt_goal_desc, + reward_fn=self.reward_fn) return self From cee40d58e2c303d6eae4749c62c75fb10b88347b Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 17:59:18 +0100 Subject: [PATCH 02/19] Min-block sysID experiment config: friction mismatch, single-flag ablation arms Settings: domino min-block task mode (reach-limited start/target spans, per-task K* budget via MinBlockReward), domino_true_friction vs domino_planning_friction (planning base sims run at the miscalibrated value), task cache dir under saved_datasets/, and agent_sim_learn_oracle_sim_params extended to also grant planning base sims the TRUE physical params (absorbs the former agent_planner_oracle_base_sim_params; the agent_ prefix keeps it outside the task-cache key on purpose). agents.yaml: baseline (agent_base_sim_no_learning) and oracle (agent_oracle_hybrid_sim) both run agent_sim_learning and differ in exactly that one flag, so the arms are a clean one-bit ablation of base-sim calibration. envs/all.yaml: min-block domino config (true 0.1 vs planning 0.5, span band, 4 staged blues); old chain-task config kept commented for easy revert. --- predicators/settings.py | 61 +++++++++++- scripts/configs/predicatorv3/agents.yaml | 108 +++++++++++---------- scripts/configs/predicatorv3/common.yaml | 2 +- scripts/configs/predicatorv3/envs/all.yaml | 47 ++++++++- 4 files changed, 162 insertions(+), 56 deletions(-) diff --git a/predicators/settings.py b/predicators/settings.py index b9c696ac2..dab82c57c 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -6,7 +6,7 @@ from collections import defaultdict from types import SimpleNamespace -from typing import Any, Dict, List, Set +from typing import Any, Dict, List, Optional, Set import numpy as np @@ -461,6 +461,57 @@ class GlobalSettings: domino_restricted_push = False # Use skill_factories-based option implementations domino_use_skill_factories = True + # Reach-limited "minimum-blocks" task mode: generate start/target pairs + # spaced so that toppling requires bridging near the reach limit, and + # attach each task a ``MinBlockReward`` with budget K* (the minimum blues + # needed to topple at the true friction). Success then requires toppling + # the target AND using no more than K* blues, so a solver with a + # miscalibrated (too-high) reach model over-reaches and fails. Off by + # default (existing behavior). + domino_min_block_tasks = False + # The "real" domino lateral friction the env runs at. Applied to the live + # PyBullet bodies at env init via set_domino_physical_params and used when + # computing K* for min-block tasks. Default matches the ClassVar (0.5), so + # leaving it unset preserves existing behavior; lower it to make a + # high-friction (no-learning) planner over-reach. + domino_true_friction = 0.5 + # Friction for the *planning* base sim only — envs created with + # skip_process_dynamics=True (the approaches' base envs / option models), + # the same flag that already denies planners the ground-truth delayed + # dynamics. The eval env (main.py) is created without that flag and keeps + # domino_true_friction. Either mismatch direction defeats an uncalibrated + # planner on min-block tasks (the task filters are direction-aware): + # * ABOVE true friction: planner over-estimates reach -> UNDER-builds + # -> chain dies short of the target; + # * BELOW true friction: planner under-estimates reach -> OVER-builds + # -> target topples but blocks_used exceeds the max_blocks (K*) cap. + # A sysID learner must recover the true value either way. None (default) + # = planning sim uses domino_true_friction (no mismatch). + domino_planning_friction: Optional[float] = None + # Start->target distance (metres) sampled per min-block task, uniformly + # from [lo, hi]. Choose a range that lands K* in {1, 2} at the true + # friction (calibrate with the reach probe). Two scalars (not a tuple) so + # the value passes cleanly through the shell-based launch flag plumbing. + domino_min_block_span_lo = 0.13 + domino_min_block_span_hi = 0.30 + # How many blue (movable) blocks to stage per min-block task. Must exceed + # the largest expected K* so over-building is possible (and thus penalized + # by the max_blocks cap) rather than budget-limited. + domino_min_block_num_blues = 4 + # Directory for caching generated min-block tasks (with their simulated + # K*). The cache key hashes the task-relevant CFG flags, the seed, AND + # the domino env/skill source code, so tasks regenerate automatically + # whenever the config or code changes. Lives with the other cached + # datasets; note cluster prep (get_cmds_to_prep_repo) wipes SAVE_DIRS + # including saved_datasets, so cluster runs regenerate once. Empty + # string disables caching. + domino_min_block_task_cache_dir = "saved_datasets/domino_min_block_tasks" + # Fraction of min-block tasks that are L-shaped (one 90-degree domino turn, + # no pivots) rather than straight. The turn's reach limit is tighter + # (~0.11 vs ~0.15 straight), so turn tasks are built at a tighter gap and + # K* = the verified reach-limited blue count of the L-chain. 0.0 = all + # straight (original min-block behaviour). + domino_min_block_turn_ratio = 0.5 # burger env parameters burger_render_set_of_marks = True @@ -1182,6 +1233,14 @@ class GlobalSettings: # Relative scale for perturbing oracle parameter init_values before MCMC. agent_sim_learn_oracle_sim_param_noise_scale = 0.2 # When True, use GT parameter values directly, skipping MCMC fitting. + # Also grants planning base sims the TRUE physical params (e.g. the true + # domino friction even when domino_planning_friction is set) — as if all + # param learning, rule-level and physical, had already succeeded. Task + # generation still reads domino_planning_friction for the + # differentiation filter, so the oracle, the no-learning baseline, and + # the sysID learner all see IDENTICAL tasks (and share the task cache: + # this agent_ flag is outside the cache key's + # domino_/pybullet_/skill_phase_ prefixes on purpose). agent_sim_learn_oracle_sim_params = False # When True, the agent synthesizes per-skill (per-option) samplers that # aim continuous option parameters at each sketch step's subgoal, instead diff --git a/scripts/configs/predicatorv3/agents.yaml b/scripts/configs/predicatorv3/agents.yaml index 479dda115..43aebf58f 100644 --- a/scripts/configs/predicatorv3/agents.yaml +++ b/scripts/configs/predicatorv3/agents.yaml @@ -46,49 +46,6 @@ APPROACHES: # option_model_use_gui: True # agent_bilevel_log_state: False # agent_bilevel_plan_sketch_file: "tests/approaches/test_data/boil_plan_sketch.txt" - # # Oracle: hybrid sim - # agent_oracle_hybrid_sim_oracle_samplers_no_demo: - # NAME: "agent_sim_learning" - # FLAGS: - # demonstrator: "oracle_process_planning" - # bilevel_plan_without_sim: True # for the demonstrator - # explorer: "agent_bilevel" - # terminate_on_goal_reached_and_option_terminated: True - # agent_sdk_use_local_sandbox: True - # option_model_terminate_on_repeat: False - # agent_planner_use_visualize_state: True - # agent_planner_use_annotate_scene: True - # option_model_use_gui: False - # agent_bilevel_log_state: False - # agent_sim_learn_oracle_sim_program: True - # agent_sim_learn_oracle_sim_params: True - # agent_sim_learn_synthesize_samplers: True - # agent_sim_learn_oracle_samplers: True - # num_online_learning_cycles: 0 - # execution_monitor: "subgoal_annotations" - # agent_bilevel_max_execution_replans: 2 - # # Oracle: hybrid sim; LLM proposes continuous params (no samplers). - # # A/B vs agent_oracle_hybrid_sim_oracle_samplers_no_demo: only the sampler - # # source differs (oracle samplers -> LLM-proposed params + uniform fallback). - # agent_oracle_hybrid_sim_llm_params_no_demo: - # NAME: "agent_sim_learning" - # FLAGS: - # demonstrator: "oracle_process_planning" - # bilevel_plan_without_sim: True # for the demonstrator - # explorer: "agent_bilevel" - # terminate_on_goal_reached_and_option_terminated: True - # agent_sdk_use_local_sandbox: True - # option_model_terminate_on_repeat: False - # agent_planner_use_visualize_state: True - # agent_planner_use_annotate_scene: True - # option_model_use_gui: False - # agent_bilevel_log_state: False - # agent_sim_learn_oracle_sim_program: True - # agent_sim_learn_oracle_sim_params: True - # agent_bilevel_use_llm_initial_params: True # LLM proposes params - # # num_online_learning_cycles: 0 - # execution_monitor: "subgoal_annotations" - # agent_bilevel_max_execution_replans: 2 # Oracle: ground truth hybrid sim / predicates; learn params # agent_param_learning: # NAME: "agent_sim_learning" @@ -142,11 +99,16 @@ APPROACHES: # agent_sim_learn_oracle_sim_params: False # code_sim_learning_num_mcmc_steps: 0 # agent_sim_predicate_invention_kept_predicate_names: ["Holding"] - # Ours: no ground truth; learn predicates, hybrid sim, and params in PO setting - agent_po_predicate_invention_al: - NAME: "agent_po_sim_predicate_invention" + # Baseline (no learning): identical to the oracle arm below EXCEPT + # agent_sim_learn_oracle_sim_params (False), so the planner's base sim + # keeps the miscalibrated domino_planning_friction: it over-estimates + # topple reach, under-builds, and misses the min-block K*. The + # reference the sysID learner must beat. + agent_base_sim_no_learning: + NAME: "agent_sim_learning" FLAGS: demonstrator: "oracle_process_planning" + bilevel_plan_without_sim: True # for the demonstrator explorer: "agent_bilevel" terminate_on_goal_reached_and_option_terminated: True agent_sdk_use_local_sandbox: True @@ -155,15 +117,57 @@ APPROACHES: agent_planner_use_annotate_scene: True option_model_use_gui: False agent_bilevel_log_state: False - agent_sim_learn_oracle_sim_program: False + agent_sim_learn_oracle_sim_program: True agent_sim_learn_oracle_sim_params: False - code_sim_learning_num_mcmc_steps: 0 - agent_sim_predicate_invention_kept_predicate_names: ["Holding"] - partially_observable: True - agent_explorer_info_seeking: True + agent_bilevel_use_llm_initial_params: True + num_online_learning_cycles: 0 execution_monitor: "subgoal_annotations" agent_bilevel_max_execution_replans: 2 - agent_bilevel_use_llm_initial_params: True # LLM proposes params + # Oracle (upper bound): GT hybrid sim + GT base-sim physical params + # (true friction), as if all learning had already succeeded. Sees the + # SAME tasks (shared cache) as the baseline; expected to solve ~all + # with minimal (exactly-K*) plans. + agent_oracle_hybrid_sim: + NAME: "agent_sim_learning" + FLAGS: + demonstrator: "oracle_process_planning" + bilevel_plan_without_sim: True # for the demonstrator + explorer: "agent_bilevel" + terminate_on_goal_reached_and_option_terminated: True + agent_sdk_use_local_sandbox: True + option_model_terminate_on_repeat: False + agent_planner_use_visualize_state: True + agent_planner_use_annotate_scene: True + option_model_use_gui: False + agent_bilevel_log_state: False + agent_sim_learn_oracle_sim_program: True + agent_sim_learn_oracle_sim_params: True + agent_bilevel_use_llm_initial_params: True + num_online_learning_cycles: 0 + execution_monitor: "subgoal_annotations" + agent_bilevel_max_execution_replans: 2 + # # Ours: no ground truth; learn predicates, hybrid sim, and params in PO setting + # agent_po_predicate_invention_al: + # NAME: "agent_po_sim_predicate_invention" + # FLAGS: + # demonstrator: "oracle_process_planning" + # explorer: "agent_bilevel" + # terminate_on_goal_reached_and_option_terminated: True + # agent_sdk_use_local_sandbox: True + # option_model_terminate_on_repeat: False + # agent_planner_use_visualize_state: True + # agent_planner_use_annotate_scene: True + # option_model_use_gui: False + # agent_bilevel_log_state: False + # agent_sim_learn_oracle_sim_program: False + # agent_sim_learn_oracle_sim_params: False + # code_sim_learning_num_mcmc_steps: 0 + # agent_sim_predicate_invention_kept_predicate_names: ["Holding"] + # partially_observable: True + # agent_explorer_info_seeking: True + # execution_monitor: "subgoal_annotations" + # agent_bilevel_max_execution_replans: 2 + # agent_bilevel_use_llm_initial_params: True # LLM proposes params # agent_option_learning: # NAME: "agent_option_learning" # FLAGS: diff --git a/scripts/configs/predicatorv3/common.yaml b/scripts/configs/predicatorv3/common.yaml index 8f48d99c9..472941b3a 100644 --- a/scripts/configs/predicatorv3/common.yaml +++ b/scripts/configs/predicatorv3/common.yaml @@ -30,4 +30,4 @@ FLAGS: log: 'logs/' no_repeated_arguments_in_grounding: True START_SEED: 0 -NUM_SEEDS: 5 \ No newline at end of file +NUM_SEEDS: 1 \ No newline at end of file diff --git a/scripts/configs/predicatorv3/envs/all.yaml b/scripts/configs/predicatorv3/envs/all.yaml index fcf641e98..b6921b683 100644 --- a/scripts/configs/predicatorv3/envs/all.yaml +++ b/scripts/configs/predicatorv3/envs/all.yaml @@ -8,6 +8,31 @@ ENVS: # grow_weak_pour_terminate_condition: True # grow_place_option_no_sampler: True # horizon: 400 + # OLD domino config (standard chain tasks). Commented out in favour of the + # min-block variant below; uncomment (and comment the new block) to revert. + # domino: + # NAME: "pybullet_domino" + # FLAGS: + # max_initial_demos: 0 + # excluded_objects_in_state_str: "loc,rot,angle,direction" + # horizon: 500 + # domino_initialize_at_finished_state: False + # domino_use_domino_blocks_as_target: True + # domino_use_continuous_place: True + # process_planning_heuristic_weight: 2.0 + # domino_has_glued_dominos: False + # keep_failed_demos: True + # predicate_invent_invent_derived_predicates: True + # pybullet_birrt_extend_num_interp: 20 + # pybullet_birrt_path_subsample_ratio: 2 + # NEW: reach-limited "minimum-blocks" domino tasks for the system-ID + # experiment. Same base flags as the old config, plus the min-block flags: + # - domino_min_block_tasks: start/target pairs bridged near the reach + # limit; each task carries a MinBlockReward with budget K* (min blues + # to topple at the true friction): topple AND blues used <= K*. + # - domino_true_friction: the real env's friction (K* computed at it). + # - span_lo/hi + num_blues: task geometry / blue budget. Recalibrate the + # span with the reach probe if you change domino_true_friction. domino: NAME: "pybullet_domino" FLAGS: @@ -23,10 +48,28 @@ ENVS: domino_has_glued_dominos: False keep_failed_demos: True predicate_invent_invent_derived_predicates: True - # script_option_file_name: "domino2.txt" - # agent_bilevel_plan_sketch_file: "domino3.txt" pybullet_birrt_extend_num_interp: 20 # increase this to avoid collisions when placing dominoes pybullet_birrt_path_subsample_ratio: 2 + # --- min-block / system-ID experiment --- + domino_min_block_tasks: True + # FORWARD (over-reach) condition: planning friction above true, so an + # uncalibrated planner over-estimates reach, UNDER-builds, and the + # chain dies short of the target. Primary sysID-learning setting + # (failed cascades carry the most friction signal). + domino_true_friction: 0.1 + domino_planning_friction: 0.5 + # REVERSE (under-reach) condition: swap the two values below (and + # comment the pair above) to make the planner OVER-build — the target + # topples but blocks_used exceeds the K* cap. Exercises the reward's + # over-build side; weaker learning signal (cascades succeed). + # domino_true_friction: 0.5 + # domino_planning_friction: 0.1 + domino_min_block_span_lo: 0.13 + domino_min_block_span_hi: 0.30 + # 4 = the staging grid's empirical capacity (5+ blues cannot all be + # placed with gripper clearance). Tasks enforce K* <= 3 so at least one + # spare blue always exists and over-building stays penalized. + domino_min_block_num_blues: 4 # coffee: # NAME: "pybullet_coffee" # FLAGS: From 1341ae78a8f6d6b22e580450d5354f8dfad93318 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 17:59:33 +0100 Subject: [PATCH 03/19] Domino min-block task generation: simulated K*, agent-buildable corner search, per-leg differentiation The min-block pipeline lives in task_generators/min_block_generation.py (quota loop, disk cache keyed by config+seed+source digest) with the layout/probe machinery in task_generators/min_block_utils.py; the env keeps the physics and reward semantics (MinBlockReward, per-instance set_domino_physical_params via changeDynamics, planning-friction wiring for skip_process_dynamics envs). K* is always a simulated minimum with the real Push at the agent-typical params [0.04, 0.05] (a stronger probe push previously masked the miscalibration the tasks exist to expose). Straight tasks: evenly-spaced chains, kept only when the planning-friction recount is strictly cheaper. Turn tasks: K* searches only agent-buildable layouts -- straight-line probes plus ONE natural-yaw corner blue with sim-calibrated configs (derived from the oracle run's own -36deg corner solution); the generator's mirrored 45deg pair is deliberately excluded since no planner would propose it. Because natural corners barely propagate at the planning friction, turn differentiation uses a relaxed per-LEG certificate: straight-chain probes of each leg at both frictions, kept only when the wrong model under-counts the legs (the corner cost cancels). Empirical notes: corner viability at the two frictions is anti-correlated across every domain lever (mass, restitution, spinning/rolling friction, shape), so the knife-edge corner search is structural, not a tuning miss. --- .../components/domino_component.py | 89 +++ predicators/envs/pybullet_domino/env.py | 137 ++++- .../task_generators/domino_task_generator.py | 89 +++ .../task_generators/min_block_generation.py | 495 ++++++++++++++++ .../task_generators/min_block_utils.py | 553 ++++++++++++++++++ 5 files changed, 1347 insertions(+), 16 deletions(-) create mode 100644 predicators/envs/pybullet_domino/task_generators/min_block_generation.py create mode 100644 predicators/envs/pybullet_domino/task_generators/min_block_utils.py diff --git a/predicators/envs/pybullet_domino/components/domino_component.py b/predicators/envs/pybullet_domino/components/domino_component.py index 79155fcac..677e691ae 100644 --- a/predicators/envs/pybullet_domino/components/domino_component.py +++ b/predicators/envs/pybullet_domino/components/domino_component.py @@ -220,6 +220,16 @@ def __init__(self, self.block_constraints: List[int] = [] self.fixed_domino_ids: List[int] = [] + # Optional per-instance override of PyBullet contact/inertial params + # (mass, friction, restitution, ...). Empty by default, so the env + # behaves exactly as its ClassVars dictate. Set via + # ``set_physical_params`` to make one env instance's physics diverge + # from another's (e.g. a miscalibrated planning sim vs. the "real" + # env) *in the same process* without touching the shared ClassVars. + # Re-applied at the end of ``reset_state`` because reset rewrites + # domino mass on glue/unglue. + self._physical_param_override: Dict[str, float] = {} + # Create predicates self._create_predicates() @@ -352,6 +362,80 @@ def store_pybullet_bodies(self, pybullet_bodies: Dict[str, Any]) -> None: assert self._physics_client_id is not None pivot.joint_id = self._get_joint_id(id_, "flap_hinge_joint", self._physics_client_id) + # A freshly (re)created body has default ClassVar dynamics; re-assert + # any standing override so it survives body recreation as well as + # reset (see set_physical_params). + self._apply_physical_param_override() + + # ------------------------------------------------------------------------- + # Per-instance physical-parameter override (system-ID / sim-vs-real) + # ------------------------------------------------------------------------- + + _PHYSICAL_PARAM_KEYS = frozenset({ + "mass", "friction", "restitution", "rolling_friction", + "spinning_friction" + }) + + # Map override keys -> p.changeDynamics kwarg names. ``mass`` is handled + # separately (skipped for glued/fixed dominoes carrying the 1e10 sentinel). + _CHANGE_DYNAMICS_KW = { + "friction": "lateralFriction", + "restitution": "restitution", + "rolling_friction": "rollingFriction", + "spinning_friction": "spinningFriction", + } + + def set_physical_params(self, **params: Optional[float]) -> None: + """Override PyBullet contact/inertial params on the live domino bodies. + + Accepts any of ``mass``, ``friction``, ``restitution``, + ``rolling_friction``, ``spinning_friction`` (pass ``None`` to leave a + param at its current value). Applies ``p.changeDynamics`` to every + domino body in *this* component's physics client, so one env + instance's physics can diverge from another's without disturbing the + shared ClassVars. The override is stored and re-applied after every + ``reset_state`` (reset rewrites mass on glue/unglue) and after body + recreation. + + Only affects dynamics-layer params (``changeDynamics``); domino + *geometry* (width/height) is baked at body creation and is not + changeable here. + """ + provided = {k: v for k, v in params.items() if v is not None} + unknown = set(provided) - self._PHYSICAL_PARAM_KEYS + if unknown: + raise ValueError( + f"Unknown physical param(s) {sorted(unknown)}; " + f"expected a subset of {sorted(self._PHYSICAL_PARAM_KEYS)}.") + self._physical_param_override.update(provided) + self._apply_physical_param_override() + + def clear_physical_params(self) -> None: + """Drop the override (bodies keep their last-set values until + reset).""" + self._physical_param_override = {} + + def _apply_physical_param_override(self) -> None: + """Push the stored override onto the live domino bodies.""" + override = self._physical_param_override + if not override or self._physics_client_id is None: + return + base_kwargs = { + self._CHANGE_DYNAMICS_KW[k]: v + for k, v in override.items() if k in self._CHANGE_DYNAMICS_KW + } + for domino in self.dominos: + if domino.id is None: + continue + kwargs = dict(base_kwargs) + # Don't clobber the 1e10 glue sentinel on fixed dominoes. + if "mass" in override and domino.id not in self.fixed_domino_ids: + kwargs["mass"] = override["mass"] + if kwargs: + p.changeDynamics(domino.id, + -1, + physicsClientId=self._physics_client_id, + **kwargs) def reset_state(self, state: State) -> None: """Reset dominoes, targets, and pivots to match state.""" @@ -425,6 +509,11 @@ def reset_state(self, state: State) -> None: physicsClientId=self._physics_client_id) self.fixed_domino_ids.append(domino.id) + # Re-assert any standing physical-param override: reset just rewrote + # mass on the (un)glued dominoes above, so the override (if any) must + # be re-applied to keep this instance's physics diverged. + self._apply_physical_param_override() + def extract_feature(self, obj: Object, feature: str) -> Optional[float]: """Extract feature for domino-related objects.""" # Let the base environment handle position/orientation extraction diff --git a/predicators/envs/pybullet_domino/env.py b/predicators/envs/pybullet_domino/env.py index 5e8973be6..c569d6b1f 100644 --- a/predicators/envs/pybullet_domino/env.py +++ b/predicators/envs/pybullet_domino/env.py @@ -4,6 +4,7 @@ components (dominoes, fans, balls, etc.) into a single environment. """ +import logging from typing import Any, ClassVar, Dict, List, Optional, Sequence, Set, Tuple import numpy as np @@ -31,8 +32,33 @@ from predicators.pybullet_helpers.objects import create_object from predicators.pybullet_helpers.robots import SingleArmPyBulletRobot from predicators.settings import CFG -from predicators.structs import Action, EnvironmentTask, Object, Predicate, \ - State, Type +from predicators.structs import Action, EnvironmentTask, GroundAtom, Object, \ + Predicate, State, Type + + +class MinBlockReward: + """Binary task reward for min-block / system-ID tasks. + + Generalizes the atom-set goal (see ``EnvironmentTask.reward_fn``): + success = every goal atom holds AND the solution used at most + ``max_blocks`` movable (blue) dominoes. "Used" is measured on the + final state as the number of movable dominoes that toppled — for a + successful cascade these are exactly the blues bridging start to + target, so an over-built (denser-than-needed) chain exceeds the + budget and fails, while an under-built one fails to topple the + target and is already rejected by the atom check. + """ + + def __init__(self, env: "PyBulletDominoComposedEnv", goal: Set[GroundAtom], + max_blocks: int) -> None: + self._env = env + self.goal = goal + self.max_blocks = max_blocks + + def __call__(self, state: State) -> bool: + if not all(atom.holds(state) for atom in self.goal): + return False + return self._env.count_movable_blocks_used(state) <= self.max_blocks class PyBulletDominoComposedEnv(PyBulletEnv): @@ -137,6 +163,31 @@ def __init__(self, super().__init__(use_gui, **kwargs) + # Apply the configured domino friction to the live bodies. Two roles, + # distinguished by how this instance was constructed: + # * eval/"real" env (skip_process_dynamics=False, e.g. main.py) -> + # CFG.domino_true_friction; + # * planning base sim (skip_process_dynamics=True — the approaches' + # base envs / option models, the same flag that already denies + # planners the ground-truth delayed dynamics) -> + # CFG.domino_planning_friction when set (else true friction). + # Setting planning friction above true friction makes an uncalibrated + # planner over-estimate topple reach (min-block / system-ID + # experiments). Only applied when it differs from the built-in + # default, so existing runs are physically untouched; re-applied + # automatically after every reset_state. + friction = CFG.domino_true_friction + if self._skip_domain_specific_dynamics and \ + CFG.domino_planning_friction is not None and \ + not CFG.agent_sim_learn_oracle_sim_params: + # agent_sim_learn_oracle_sim_params grants the planner the + # TRUE friction (oracle upper bound) while task generation keeps + # using domino_planning_friction for the differentiation filter. + friction = CFG.domino_planning_friction + if self._domino_component is not None and abs( + friction - self._domino_component.domino_friction) > 1e-9: + self.set_domino_physical_params(friction=friction) + def _create_robot_predicates(self) -> None: """Create robot-specific predicates.""" if self._domino_component is not None: @@ -290,6 +341,34 @@ def _domain_specific_step(self) -> None: state = self._get_state() self._ball_component.set_current_state(state) + def set_domino_physical_params(self, **params: Optional[float]) -> None: + """Override this env instance's domino PyBullet dynamics params. + + Thin delegate to ``DominoComponent.set_physical_params`` + (accepts ``mass``, ``friction``, ``restitution``, + ``rolling_friction``, ``spinning_friction``). Lets a caller run + two env instances with divergent physics in one process — e.g. a + miscalibrated planning sim vs. the "real" env — for system-ID / + sim-vs-real experiments, without touching the shared ClassVars. + No-op if there is no domino component. + """ + if self._domino_component is not None: + self._domino_component.set_physical_params(**params) + + def count_movable_blocks_used(self, state: State) -> int: + """Count movable (blue) dominoes that have toppled in ``state``.""" + comp = self._domino_component + if comp is None: + return 0 + thresh = comp.fallen_threshold + count = 0 + for d in state.get_objects(comp.domino_type): + # pylint: disable=protected-access + if comp._MovableBlock_holds(state, [d]) and \ + abs(state.get(d, "roll")) >= thresh: + count += 1 + return count + # ========================================================================= # PREDICATE HOLD FUNCTIONS # ========================================================================= @@ -336,6 +415,9 @@ def _make_domino_component( max(CFG.domino_test_num_targets)) max_pivots = max(max(CFG.domino_train_num_pivots), max(CFG.domino_test_num_pivots)) + if CFG.domino_min_block_tasks: + # Need slots for the start + target + all staged blues. + max_dominos = max(max_dominos, CFG.domino_min_block_num_blues + 2) return DominoComponent(num_dominos_max=max_dominos, num_targets_max=max_targets, num_pivots_max=max_pivots, @@ -352,7 +434,8 @@ def _generate_train_tasks(self) -> List[EnvironmentTask]: possible_num_dominos=CFG.domino_train_num_dominos, possible_num_targets=CFG.domino_train_num_targets, possible_num_pivots=CFG.domino_train_num_pivots, - rng=self._train_rng) + rng=self._train_rng, + cache_tag="train") def _generate_test_tasks(self) -> List[EnvironmentTask]: """Generate test tasks.""" @@ -361,7 +444,8 @@ def _generate_test_tasks(self) -> List[EnvironmentTask]: possible_num_dominos=CFG.domino_test_num_dominos, possible_num_targets=CFG.domino_test_num_targets, possible_num_pivots=CFG.domino_test_num_pivots, - rng=self._test_rng) + rng=self._test_rng, + cache_tag="test") def _make_tasks(self, num_tasks: int, @@ -369,7 +453,8 @@ def _make_tasks(self, possible_num_targets: List[int], possible_num_pivots: List[int], rng: np.random.Generator, - log_debug: bool = False) -> List[EnvironmentTask]: + log_debug: bool = False, + cache_tag: str = "") -> List[EnvironmentTask]: """Generate tasks using task generator.""" if self._domino_component is None: raise ValueError("Cannot generate tasks without domino component") @@ -401,16 +486,30 @@ def _make_tasks(self, # to leave space for ball in lower half domino_in_upper_half = self._ball_component is not None - tasks = generator.generate_tasks( - num_tasks=num_tasks, - rng=rng, - log_debug=log_debug, - possible_num_dominos=possible_num_dominos, - possible_num_targets=possible_num_targets, - possible_num_pivots=possible_num_pivots, - domino_in_upper_half=domino_in_upper_half) - - return self._add_pybullet_state_to_tasks(tasks) + def _generate_batch(n: int) -> List[EnvironmentTask]: + return generator.generate_tasks( + num_tasks=n, + rng=rng, + log_debug=log_debug, + possible_num_dominos=possible_num_dominos, + possible_num_targets=possible_num_targets, + possible_num_pivots=possible_num_pivots, + domino_in_upper_half=domino_in_upper_half) + + # Non-min-block mode: single generation pass, unchanged behaviour. + if not CFG.domino_min_block_tasks: + return self._add_pybullet_state_to_tasks( + _generate_batch(num_tasks)) + + # Min-block / system-ID mode: the whole pipeline (quota loop, K* + # searches, differentiation filters, disk cache) lives in + # task_generators.min_block_generation. Imported lazily: that + # module constructs MinBlockReward from this one. + # pylint: disable-next=import-outside-toplevel,line-too-long + from predicators.envs.pybullet_domino.task_generators.min_block_generation import \ + make_min_block_tasks + return make_min_block_tasks(self, generator, _generate_batch, + num_tasks, rng, cache_tag) # ============================================================================= @@ -523,10 +622,16 @@ def get_name(cls) -> str: if len(sys.argv) > 1: test_env = sys.argv[1] + CFG.domino_min_block_tasks = True + CFG.domino_true_friction = 0.1 + CFG.domino_min_block_span_lo = 0.13 + CFG.domino_min_block_span_hi = 0.30 + CFG.domino_min_block_num_blues = 4 + # Configure environment CFG.seed = 1 CFG.num_train_tasks = 0 - CFG.num_test_tasks = 1 + CFG.num_test_tasks = 5 # Domino configuration CFG.domino_initialize_at_finished_state = False diff --git a/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py b/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py index ebbdb1513..081bf8226 100644 --- a/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py +++ b/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py @@ -83,6 +83,9 @@ def _generate_single_task( log_debug: bool = False, domino_in_upper_half: bool = False) -> Optional[EnvironmentTask]: """Generate a single domino task.""" + if CFG.domino_min_block_tasks: + return self._generate_min_block_task(task_idx, rng) + init_dict: Dict[Object, Dict[str, Any]] = {} # Robot initial state @@ -166,6 +169,92 @@ def _generate_single_task( return EnvironmentTask(init_state, goal_atoms, goal_nl=goal_nl) + def _generate_min_block_task( + self, task_idx: int, + rng: np.random.Generator) -> Optional[EnvironmentTask]: + """Reach-limited "minimum-blocks" task. + + A green start block and a purple target sit a sampled distance apart + (``CFG.domino_min_block_span_range``), with a generous pile of staged + blue blocks. The span is chosen so bridging start->target must happen + near the topple-reach limit; the per-task ``MinBlockReward`` (budget = + K*) is attached afterwards with physics in the loop — see + ``min_block_generation._assign_min_blocks``. The goal is simply to + topple the target, but the reward additionally caps the blues used at + K*, so a solver that over-estimates reach under-builds and fails. + Returns ``None`` if no in-bounds placement is found. + """ + dominos = self.domino.dominos + num_blues = min(CFG.domino_min_block_num_blues, len(dominos) - 2) + if num_blues < 1: + return None + span_lo = CFG.domino_min_block_span_lo + span_hi = CFG.domino_min_block_span_hi + x_lb, x_ub = self.domino.domino_x_lb, self.domino.domino_x_ub + y_lb, y_ub = self.domino.domino_y_lb, self.domino.domino_y_ub + + placement = None + for _ in range(500): + rotation = float(rng.choice([0.0, np.pi / 2, -np.pi / 2])) + span = float(rng.uniform(span_lo, span_hi)) + # Chain travels along `rotation`, matching _place_straight_domino + # (dx=sin, dy=cos); the block faces this way so a Push topples it + # toward the target. + tx = rng.uniform(x_lb, x_ub) + ty = rng.uniform(y_lb, y_ub) + sx = tx - span * np.sin(rotation) + sy = ty - span * np.cos(rotation) + if x_lb < sx < x_ub and y_lb < sy < y_ub: + placement = (rotation, sx, sy, tx, ty) + break + if placement is None: + return None + rotation, sx, sy, tx, ty = placement + + # Build the domino-only dict first: the staging collision-check reads + # object yaw, which the robot's feature dict lacks, so the robot must + # be added only after staging (matching the main generator). + obj_dict: Dict[Object, Dict[str, Any]] = {} + obj_dict[dominos[0]] = self.domino.place_domino(0, + sx, + sy, + rotation, + is_start_block=True, + rng=rng, + task_idx=task_idx) + obj_dict[dominos[1]] = self.domino.place_domino(1, + tx, + ty, + rotation, + is_target_block=True, + rng=rng, + task_idx=task_idx) + for i in range(num_blues): + # Placed at the start for now; staged to a pickable spot below. + obj_dict[dominos[2 + i]] = self.domino.place_domino( + 2 + i, sx, sy, rotation, rng=rng, task_idx=task_idx) + + staged = self._move_intermediate_objects_to_unfinished_state(obj_dict) + if staged is None: + return None + + init_dict: Dict[Object, Dict[str, Any]] = { + self.robot: self.robot_init_state.copy() + } + init_dict.update(staged) + init_state = utils.create_state_from_dict(init_dict) + goal_atoms = set() + for domino_obj in init_state.get_objects(self.domino.domino_type): + # pylint: disable=protected-access + if self.domino._TargetDomino_holds(init_state, [domino_obj]): + goal_atoms.add(GroundAtom(self.domino.Toppled, [domino_obj])) + goal_nl = ( + "Move the blue dominoes so that when the green domino is pushed, " + "the purple domino is toppled — using AS FEW blue dominoes as " + "possible. Do NOT directly push or topple the purple domino " + "yourself.") + return EnvironmentTask(init_state, goal_atoms, goal_nl=goal_nl) + def _generate_domino_sequence( self, rng: np.random.Generator, diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py new file mode 100644 index 000000000..fb4054c44 --- /dev/null +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -0,0 +1,495 @@ +"""Min-block / system-ID task generation for the domino environment. + +Builds the reach-limited "minimum-blocks" tasks: start/target pairs whose +gap sits near the topple-reach limit, each carrying a ``MinBlockReward`` +with budget K* (the simulated minimum number of movable blues that topple +the target at the true friction). A differentiation filter keeps only +tasks that separate a friction-calibrated planner from a miscalibrated +one. Finished tasks are cached on disk, keyed by config + seed + a source +digest. + +Every function takes the composed domino env as its first argument; this +module owns the generation pipeline while the env owns the physics and +reward semantics (``MinBlockReward``, ``count_movable_blocks_used``). +""" + +import functools +import hashlib +import json +import logging +from pathlib import Path +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional + +import numpy as np + +from predicators.envs.pybullet_domino.task_generators.min_block_utils import \ + compute_k_star, compute_turn_k_star, straight_span_k_star +from predicators.settings import CFG +from predicators.structs import EnvironmentTask, GroundAtom, Object, State + +if TYPE_CHECKING: + from predicators.envs.pybullet_domino.env import PyBulletDominoComposedEnv + # pylint: disable-next=line-too-long + from predicators.envs.pybullet_domino.task_generators.domino_task_generator import \ + DominoTaskGenerator + + +@functools.lru_cache(maxsize=1) +def _domino_code_digest() -> str: + """Digest of the source code that determines min-block task generation. + + Covers the domino env package (task generators, K* search, the env) + and the domino skills (push geometry feeds the simulated K*). Any + edit to these files changes the digest and invalidates cached tasks. + """ + import predicators # pylint: disable=import-outside-toplevel + base = Path(predicators.__file__).parent + digest = hashlib.sha256() + for rel in ("envs/pybullet_domino", "ground_truth_models/domino", + "ground_truth_models/skill_factories"): + for source in sorted((base / rel).rglob("*.py")): + digest.update(source.name.encode()) + digest.update(source.read_bytes()) + return digest.hexdigest() + + +def make_min_block_tasks(env: "PyBulletDominoComposedEnv", + generator: "DominoTaskGenerator", + generate_batch: Callable[[int], + List[EnvironmentTask]], + num_tasks: int, rng: np.random.Generator, + cache_tag: str) -> List[EnvironmentTask]: + """Generate (or reload) the min-block task set. + + Min-block generation is expensive (each kept task runs simulated K* + searches), but fully deterministic given the seed, the config, and + the code — so finished tasks are cached and reloaded on repeat runs. + + A fraction (``domino_min_block_turn_ratio``) of tasks are L-shaped + (one 90-degree domino turn), the rest straight. Both drop tasks that + can't be pushed / don't topple, so the quota loop keeps going until + enough of each survive (or the attempt cap is hit). ``rng`` is + stateful, so each attempt yields fresh tasks. + """ + cache_path = _min_block_cache_path(env, cache_tag, num_tasks) + cached = _load_min_block_cache(env, cache_path) + if cached is not None: + return cached + + n_turn = int(round(num_tasks * CFG.domino_min_block_turn_ratio)) + n_straight = num_tasks - n_turn + turns: List[EnvironmentTask] = [] + straights: List[EnvironmentTask] = [] + # The differentiating span/leg windows are narrow relative to the + # sampling bands (~25% of straight attempts survive the filters), + # so give the quota loop generous headroom; results are cached. + max_attempts = 12 * num_tasks + 20 + for _ in range(max_attempts): + if len(turns) >= n_turn and len(straights) >= n_straight: + break + if len(turns) < n_turn: + turn_task = _make_turn_task(env, generator, rng) + if turn_task is not None: + turns.extend( + env._add_pybullet_state_to_tasks( # pylint: disable=protected-access + [turn_task])) + if len(straights) < n_straight: + batch = env._add_pybullet_state_to_tasks( # pylint: disable=protected-access + generate_batch(1)) + straights.extend(_assign_min_blocks(env, batch)) + survivors = turns[:n_turn] + straights[:n_straight] + if len(survivors) < num_tasks: + logging.warning( + "Min-block: generated only %d/%d tasks (%d turn, %d straight) " + "after %d attempts; widen the span/gap bands or raise " + "domino_min_block_num_blues.", len(survivors), num_tasks, + len(turns), len(straights), max_attempts) + _save_min_block_cache(cache_path, survivors) + return survivors + + +# ── Min-block task cache ───────────────────────────────────── + + +def _min_block_cache_path(env: "PyBulletDominoComposedEnv", cache_tag: str, + num_tasks: int) -> Optional[Path]: + """Cache file for this (config, seed, code) combination, or None. + + The key hashes every ``domino_``/``pybullet_``/``skill_phase_`` + CFG flag, the seed and task counts, AND a digest of the domino + env + domino skill source code — so any change to the physics + config or the generation/skill code automatically invalidates + the cache. + """ + cache_dir = CFG.domino_min_block_task_cache_dir + if not cache_dir or not cache_tag: + return None + cfg_items = {} + for name in dir(CFG): + if name.startswith(("domino_", "pybullet_", "skill_phase_")): + value = getattr(CFG, name) + if not callable(value): + cfg_items[name] = value + blob = json.dumps([ + env.get_name(), cache_tag, num_tasks, CFG.seed, cfg_items, + _domino_code_digest() + ], + sort_keys=True, + default=str) + key = hashlib.sha256(blob.encode()).hexdigest()[:16] + return Path(cache_dir) / f"{cache_tag}_{key}.json" + + +def _load_min_block_cache( + env: "PyBulletDominoComposedEnv", + path: Optional[Path]) -> Optional[List[EnvironmentTask]]: + """Rebuild cached tasks, or None on a cache miss.""" + # pylint: disable=import-outside-toplevel,protected-access + from predicators.envs.pybullet_domino.env import MinBlockReward + if path is None or not path.exists(): + return None + raw = json.loads(path.read_text()) + pred_map = {p.name: p for p in env.predicates} + # Map names to the env's LIVE object instances: they carry the + # PyBullet body ids that state I/O needs (fresh Object()s would + # compare equal but have id=None). + live_objs = {env._robot.name: env._robot} + for comp in env._components: + for obj in comp.get_objects(): + live_objs[obj.name] = obj + tasks: List[EnvironmentTask] = [] + for entry in raw: + objs = {name: live_objs[name] for name, _tname in entry["objects"]} + state = State({ + objs[name]: np.array(vals, dtype=np.float64) + for name, vals in entry["data"].items() + }) + goal = { + GroundAtom(pred_map[pname], [objs[oname] for oname in onames]) + for pname, onames in entry["goal"] + } + max_blocks = entry["max_blocks"] + plain = EnvironmentTask( + state, + goal, + goal_nl=entry["goal_nl"], + reward_fn=(MinBlockReward(env, goal, max_blocks) + if max_blocks is not None else None)) + # Re-run the standard PyBullet conversion (joints, optional + # rendering) instead of caching simulator state. + tasks.extend(env._add_pybullet_state_to_tasks([plain])) + logging.info("Min-block: loaded %d cached tasks from %s.", len(tasks), + path) + return tasks + + +def _save_min_block_cache(path: Optional[Path], + tasks: List[EnvironmentTask]) -> None: + """Serialize finished tasks (init data, goal, K*) to the cache. + + The reward function itself isn't serializable; its K* budget is + stored and the ``MinBlockReward`` is rebuilt on load. + """ + # pylint: disable=import-outside-toplevel + from predicators.envs.pybullet_domino.env import MinBlockReward + if path is None: + return + payload = [] + for env_task in tasks: + init = env_task.init + reward = env_task.reward_fn + payload.append({ + "objects": [(o.name, o.type.name) for o in init], + "data": {o.name: [float(v) for v in init.data[o]] + for o in init}, + "goal": [(a.predicate.name, [o.name for o in a.objects]) + for a in env_task.goal], + "goal_nl": + env_task.goal_nl, + "max_blocks": + reward.max_blocks if isinstance(reward, MinBlockReward) else None, + }) + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(json.dumps(payload)) + logging.info("Min-block: cached %d tasks at %s.", len(tasks), path) + + +# ── Straight tasks: K* assignment + differentiation filter ────── + + +def _assign_min_blocks(env: "PyBulletDominoComposedEnv", + tasks: List[EnvironmentTask]) -> List[EnvironmentTask]: + """Attach each min-block task's ``MinBlockReward`` (budget = K*, + computed by simulation). + + K* is the minimum number of blues whose evenly-spaced chain lets a real + Push on the start topple the target at this env's true friction (see + ``min_block_utils.compute_k_star``). Tasks whose target is unreachable + within the blue budget, or that need no blues at all (K*=0, trivially + solved by a direct push), are dropped — neither exercises the reach + model. Computing K* pushes/steps the sim; that's fine here because it + runs before any episode and every episode re-sets state. + """ + # pylint: disable=import-outside-toplevel + from predicators.envs.pybullet_domino.env import MinBlockReward + out: List[EnvironmentTask] = [] + for env_task in tasks: + k_star = compute_k_star(env, env_task.init) + if k_star is None or k_star < 1: + logging.warning( + "Dropping min-block task (K*=%s): target unreachable " + "within budget or solvable with a direct push.", k_star) + continue + if k_star >= CFG.domino_min_block_num_blues: + logging.warning( + "Dropping min-block task (K*=%d == staged blues %d): no " + "spare blue for the over-build check.", k_star, + CFG.domino_min_block_num_blues) + continue + # Differentiation filter (only when a planning-friction mismatch + # is configured), direction-aware: + # * planning > true (over-reach): keep only believed < true — + # an uncalibrated minimal planner structurally UNDER-builds + # (chain dies, target never topples); + # * planning < true (under-reach): keep only believed > true + # (and expressible within the staged blues) — the planner + # OVER-builds, topples the target, but exceeds max_blocks. + # Dead-band spans where both frictions agree cannot separate the + # calibrated from the uncalibrated model and are dropped. + direction = _planning_mismatch_direction() + if direction is not None: + k_believed = _planning_k_star(env, env_task.init) + if not _believed_k_differentiates(direction, k_star, k_believed): + logging.warning( + "Dropping min-block task (true K*=%d, planner " + "believes %s, %s): does not differentiate calibrated " + "vs uncalibrated reach.", k_star, k_believed, direction) + continue + out.append( + EnvironmentTask(env_task.init_obs, + env_task.goal_description, + alt_goal_desc=env_task.alt_goal_desc, + goal_nl=env_task.goal_nl, + reward_fn=MinBlockReward(env, env_task.goal, + k_star))) + logging.info("Min-block tasks: kept %d/%d with K* assigned.", len(out), + len(tasks)) + return out + + +def _planning_mismatch_direction() -> Optional[str]: + """Direction of the configured planning-friction mismatch. + + ``"over_reach"`` when the planning sim's friction is HIGHER than + the true friction (planner over-estimates topple reach -> under- + builds), ``"under_reach"`` when lower (planner over-builds), + ``None`` when no mismatch is configured (differentiation filters + disabled). + """ + planning = CFG.domino_planning_friction + if planning is None or abs(planning - CFG.domino_true_friction) < 1e-9: + return None + return ("over_reach" + if planning > CFG.domino_true_friction else "under_reach") + + +def _believed_k_differentiates(direction: str, k_true: int, + k_believed: Optional[int]) -> bool: + """Whether a task with these K*s forces the uncalibrated planner to + fail. + + * over_reach: the planner must believe FEWER blues suffice (it then + under-builds and the chain dies short of the target); + * under_reach: the planner must believe MORE blues are needed — but + no more than the staged budget, so its over-built plan is + physically expressible and fails on the ``max_blocks`` cap rather + than on a muddled "can't build my plan" path. + """ + if k_believed is None: + return False + if direction == "over_reach": + return k_believed < k_true + return k_true < k_believed <= CFG.domino_min_block_num_blues + + +def _planning_k_star(env: "PyBulletDominoComposedEnv", + init_state: State) -> Optional[int]: + """K* as the (miscalibrated) planning sim would compute it. + + Temporarily switches the env's domino friction to + ``CFG.domino_planning_friction``, computes K*, then restores the true + friction. Returns ``None`` when no planning-friction mismatch is + configured, which disables the caller's differentiation filter. + """ + planning = CFG.domino_planning_friction + if planning is None or abs(planning - CFG.domino_true_friction) < 1e-9: + return None + env.set_domino_physical_params(friction=planning) + try: + return compute_k_star(env, init_state) + finally: + env.set_domino_physical_params(friction=CFG.domino_true_friction) + + +# ── Turn tasks ─────────────────────────────────────────────── + + +def _make_turn_task(env: "PyBulletDominoComposedEnv", + gen: "DominoTaskGenerator", + rng: np.random.Generator) -> Optional[EnvironmentTask]: + """Build one L-shaped (90-degree turn) min-block task, or None. + + Pipeline: + + 1. Sample the geometry directly: start pose in the pushable band and + a target one 90-degree turn away, at leg lengths drawn from the + empirically differentiating region (long entry legs). + 2. K* = ``compute_turn_k_star`` at the true friction — the minimum + blues over a layout SEARCH of agent-buildable candidates + (straight-line probes + natural-yaw corners), because around a + corner an evenly-spaced chain is not minimal: sliding the corner + toward the start can save a block. The winning layout doubles as + the proof the task is solvable. + 3. Differentiation filter: per-LEG reach certificate (see inline + comment) — full believed corner plans rarely validate at the + planning friction, so differentiation is certified on the + straight legs instead. + 4. Stage ``domino_min_block_num_blues`` blues (more than K*), so + over-building is possible and penalized by the ``max_blocks`` cap. + """ + # pylint: disable=import-outside-toplevel + from predicators.envs.pybullet_domino.env import MinBlockReward + from predicators.utils import create_state_from_dict + comp = env._domino_component # pylint: disable=protected-access + if comp is None: + return None + # Synthesize the start/target geometry directly from sampled leg + # lengths (the K* search below is itself the constructive proof of + # solvability, so no chain needs to be pre-built). Leg ranges follow + # the empirical leg-length scan: long ENTRY legs are what make a turn + # task differentiate calibrated vs uncalibrated reach (short-legged + # corners cost the same block count at both frictions). + # Leg ranges target the scan's K*=3-vs-believed-2 region; longer legs + # give K*>=4, which the staging capacity (num_blues=4, so K*<=3 for a + # spare blue) cannot host. + entry_leg = float(rng.uniform(0.26, 0.34)) + exit_leg = float(rng.uniform(0.18, 0.26)) + sx = float(rng.uniform(comp.domino_x_lb, comp.domino_x_ub)) + sy = float(rng.uniform(comp.domino_y_lb, comp.domino_y_ub)) + syaw = float(rng.choice([0.0, np.pi / 2, -np.pi / 2])) + side = float(rng.choice([-1.0, 1.0])) + u_vec = np.array([np.sin(syaw), np.cos(syaw)]) + p_vec = side * np.array([-u_vec[1], u_vec[0]]) # turn side + t_pt = np.array([sx, sy]) + entry_leg * u_vec + exit_leg * p_vec + if not (env.x_lb < t_pt[0] < env.x_ub and env.y_lb < t_pt[1] < env.y_ub): + return None + tyaw = float(np.arctan2(p_vec[0], p_vec[1])) # faces exit direction + start = comp.dominos[0] + target = comp.dominos[1] + start_pose = (sx, sy, syaw) + target_pose = (float(t_pt[0]), float(t_pt[1]), tyaw) + num_blues = min(CFG.domino_min_block_num_blues, len(comp.dominos) - 2) + k_true = compute_turn_k_star(env, + start_pose, + target_pose, + budget=num_blues) + if k_true is None or k_true < 1: + logging.warning("Dropping turn task (searched K*=%s).", k_true) + return None + if k_true >= num_blues: + # No spare blue would remain: the over-build side of the reward + # would be vacuous (the staging grid caps the scene's blues). + logging.warning( + "Dropping turn task (K*=%d == staged blues %d): no spare " + "blue for the over-build check.", k_true, num_blues) + return None + direction = _planning_mismatch_direction() + if direction is not None: + # Relaxed per-LEG certificate. The strong "a cheaper believed + # plan validates in the wrong sim" check is unusable for turns: + # natural corners barely propagate at the planning friction + # (high friction grips the base — redirection is what's hard), + # so a full believed corner plan almost never exists and every + # turn task would drop. Instead certify reach differentiation + # where it actually lives — on the straight LEGS: probe how + # many blues each friction needs for a straight chain of each + # leg's length (real rollouts). The corner's own cost is the + # same on both sides of the comparison and cancels. + legs = (entry_leg, exit_leg) + true_legs = [ + straight_span_k_star(env, leg, budget=num_blues) for leg in legs + ] + env.set_domino_physical_params(friction=CFG.domino_planning_friction) + try: + bel_legs = [ + straight_span_k_star(env, leg, budget=num_blues) + for leg in legs + ] + finally: + env.set_domino_physical_params(friction=CFG.domino_true_friction) + true_counts = [v for v in true_legs if v is not None] + bel_counts = [v for v in bel_legs if v is not None] + if len(true_counts) < len(legs) or len(bel_counts) < len(legs): + logging.warning( + "Dropping turn task (leg probe failed: legs=%s true=%s " + "believed=%s).", legs, true_legs, bel_legs) + return None + t_sum, b_sum = sum(true_counts), sum(bel_counts) + differentiates = (b_sum < t_sum + if direction == "over_reach" else t_sum < b_sum) + if not differentiates: + logging.warning( + "Dropping turn task (legs true=%s believed=%s, %s): " + "does not differentiate calibrated vs uncalibrated " + "reach.", true_legs, bel_legs, direction) + return None + logging.info( + "Turn task differentiates (%s): true K*=%d, legs true=%s " + "believed=%s.", direction, k_true, true_legs, bel_legs) + # Build the scene: start/target fixed at the chain's endpoints, + # num_blues blues staged (scattered by the staging pass). + scene: Dict[Object, Dict[str, Any]] = { + start: + comp.place_domino(0, + start_pose[0], + start_pose[1], + start_pose[2], + is_start_block=True), + target: + comp.place_domino(1, + target_pose[0], + target_pose[1], + target_pose[2], + is_target_block=True), + } + blues = [d for d in comp.dominos if d not in (start, target)] + for blue in blues[:num_blues]: + # Initial position is irrelevant — the staging pass re-places + # every movable (blue) block on the staging grid. + scene[blue] = comp.place_domino(0, start_pose[0], start_pose[1], 0.0) + staged = gen._move_intermediate_objects_to_unfinished_state( # pylint: disable=protected-access + scene) + if staged is None: + return None + robot_init = { + "x": env.robot_init_x, + "y": env.robot_init_y, + "z": env.robot_init_z, + "fingers": env.open_fingers, + "roll": env.robot_init_roll, + "tilt": env.robot_init_tilt, + "wrist": env.robot_init_wrist, + } + init_dict: Dict[Object, Dict[str, Any]] = {env._robot: robot_init} # pylint: disable=protected-access + init_dict.update(staged) + init_state = create_state_from_dict(init_dict) + goal_atoms = {GroundAtom(comp.Toppled, [target])} + goal_nl = ( + "Move the blue dominoes so that when the green domino is pushed, " + "the purple domino is toppled -- using AS FEW blue dominoes as " + "possible. The chain may need to make a 90-degree turn. Do NOT " + "directly push or topple the purple domino yourself.") + return EnvironmentTask(init_state, + goal_atoms, + goal_nl=goal_nl, + reward_fn=MinBlockReward(env, goal_atoms, k_true)) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py new file mode 100644 index 000000000..db087804d --- /dev/null +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -0,0 +1,553 @@ +"""Compute K* (minimum blocks to topple a target) by simulation. + +Used by the ``domino_min_block_tasks`` mode: for a task whose start (green) +and target (purple) dominoes sit a fixed distance apart, K* is the smallest +number of evenly-spaced movable (blue) dominoes for which a real robot Push on +the start topples the target *at the env's true friction*. Because the cascade +reach depends on friction, K* does too — which is exactly what makes a +high-friction (no-learning) planner under-build and fail. See +``settings.domino_min_block_tasks``. + +The simulation drives the real Push option and steps PyBullet, so it mutates +the env; callers must run it before any episode (each episode re-sets state). +""" +# This module is a thin helper over env internals (state I/O, stepping, the +# domino component), so protected-member access is expected throughout. +# pylint: disable=protected-access +from __future__ import annotations + +from typing import Any, List, Optional + +import numpy as np + +from predicators.settings import CFG +from predicators.structs import Action, Object, State + +# End-effector Push continuous params (approach_distance, contact_z_offset): +# the push agents actually commit to (every executed plan in the baseline / +# oracle runs used contact_z 0.05), so believed-K / true-K* reflect the +# chains agents really build. A higher probe contact (formerly 0.08) let the +# filter keep tasks whose under-built plans the agent's own weaker-push +# rollouts rejected, masking the miscalibration it was meant to expose. +_PUSH_PARAMS = np.array([0.04, 0.05], dtype=np.float32) +_OOV = 10.0 # park unused blues far out of view +_SETTLE_STEPS = 40 # no-op steps after the Push to let the cascade settle +# Canonical pushable anchor for span probes (robot reach verified in the +# calibration sweeps); spans up to ~0.35 m stay on the table from here. +_PROBE_ANCHOR = (0.55, 1.20) + +# Turn-K* layout-search family (see compute_turn_k_star). The corner is a +# SINGLE blue at its natural (chain-facing) yaw — f of the way through the +# 90-deg turn — the layout style agents actually build (cf. the oracle +# run's -36 deg corner blue), NOT the generator's mirrored 45-deg pair, +# which no planner would plausibly propose. Configs (f, g1, g2) = yaw +# fraction, corner approach gap, corner-exit gap; each propagates at one +# of the two experiment frictions in the canonical sim sweep (2026-07-03). +# The corner slides along the entry line via the entry per-gap choices — +# the "stretched corner" strategy that beats evenly-spaced L-chains. +_CORNER_CONFIGS = ( + (0.4, 0.08, 0.05), # topples at friction 0.1 + (0.5, 0.08, 0.08), # topples at friction 0.1 + (0.6, 0.08, 0.06), # topples at friction 0.1 + (0.6, 0.10, 0.05), # topples at friction 0.1 + (0.6, 0.08, 0.08), # topples at friction 0.5 +) +_ENTRY_GAPS = (0.10, 0.13, 0.15) +_MAX_GAP = 0.20 # beyond any measured topple reach at any friction +_MIN_GAP = 0.03 # bodies would spawn overlapping + + +def _feat_index(domino_type: Any, feat: str) -> int: + return list(domino_type.feature_names).index(feat) + + +def _set_pose(state: State, dom: Object, x: float, y: float, z: float, + yaw: float, roll: float) -> None: + """Overwrite a domino's pose features in-place in ``state``.""" + arr = state.data[dom].copy() + ti = dom.type + arr[_feat_index(ti, "x")] = x + arr[_feat_index(ti, "y")] = y + arr[_feat_index(ti, "z")] = z + arr[_feat_index(ti, "yaw")] = yaw + arr[_feat_index(ti, "roll")] = roll + state.data[dom] = arr + + +def _get_push_option(env: Any) -> Any: + # pylint: disable=import-outside-toplevel + from predicators.ground_truth_models import get_gt_options + opts = get_gt_options(env.get_name()) + return next(o for o in opts if o.name == "Push") + + +def _ground_push(push_opt: Any, robot: Object, start: Object) -> Any: + """Ground Push for the restricted ([robot]) or full ([robot, domino]) + variant, matching the option's declared arity.""" + if len(push_opt.types) == 1: + return push_opt.ground([robot], _PUSH_PARAMS) + return push_opt.ground([robot, start], _PUSH_PARAMS) + + +def _execute_push(env: Any, + state: State, + push_opt: Any, + start: Object, + max_steps: int = 300) -> bool: + """Roll out the Push option against the real env; return True if it ran to + completion. + + Returns False if the push can't be executed here — e.g. the robot + can't reach behind this start placement (IK failure). K* treats that + as "this k doesn't topple," so a task whose start is unpushable ends + up with K*=None and is dropped rather than crashing task generation. + """ + # OptionExecutionFailure is raised by the skill policy on IK/collision + # failures; catch it so an unreachable placement is a soft miss. + from predicators.utils import \ + OptionExecutionFailure # pylint: disable=import-outside-toplevel + robot = next(o for o in state if o.type.name == "robot") + opt = _ground_push(push_opt, robot, start) + try: + if not opt.initiable(state): + return False + s: State = state + for _ in range(max_steps): + act = opt.policy(s) + s = env.step(act) + if opt.terminal(s): + break + except OptionExecutionFailure: + return False + return True + + +def _settle(env: Any, steps: int) -> State: + noop = Action(np.array(env._pybullet_robot.initial_joint_positions)) + for _ in range(steps): + env.step(noop) + return env._get_state() + + +def _chain_topples(env: Any, init_state: State, start: Object, target: Object, + blues: List[Object], k: int, push_opt: Any) -> bool: + """Place k evenly-spaced blues between start and target, push, and report + whether the target topples at the env's current (true) friction.""" + comp = env._domino_component + sx, sy = init_state.get(start, "x"), init_state.get(start, "y") + tx, ty = init_state.get(target, "x"), init_state.get(target, "y") + yaw = init_state.get(start, "yaw") + z = init_state.get(start, "z") + + state = init_state.copy() + _set_pose(state, start, sx, sy, z, yaw, 0.0) + _set_pose(state, target, tx, ty, z, yaw, 0.0) + for i, blue in enumerate(blues): + if i < k: + frac = (i + 1) / (k + 1) + _set_pose(state, blue, sx + frac * (tx - sx), + sy + frac * (ty - sy), z, yaw, 0.0) + else: + _set_pose(state, blue, _OOV + i * 0.1, _OOV + i * 0.1, z, yaw, 0.0) + + env._set_state(state) + if not _execute_push(env, state, push_opt, start): + return False + final = _settle(env, _SETTLE_STEPS) + return abs(final.get(target, "roll")) >= comp.fallen_threshold + + +def build_turn_layout(env: Any, gen: Any, rng: Any, n1: int, n2: int, + gap: float) -> Optional[dict]: + """Build an L-shaped (one 90-deg turn) domino chain and verify it topples. + + Reuses the generator's tested straight/turn geometry + (``_place_straight_domino`` / ``_place_turn90_domino``) to lay a chain: + start -> ``n1`` straight blues -> 90-deg turn (2 blues) -> ``n2`` straight + blues -> target (the chain's endpoint). Assembles it, pushes the start, and + returns a dict with the placed poses only if the endpoint topples at the + env's true friction (so K* = number of blues is a *verified*, reach-limited + count). Returns None if placement fails or the chain doesn't topple. + + The returned dict has: ``obj_dict`` {domino_obj: pose_dict}, ``start``, + ``target``, ``blues`` (movable, i.e. non-start/target), ``k_star`` (len + blues). Poses use the standard upright z. + """ + comp = env._domino_component + dominos = comp.dominos + n_needed = 1 + n1 + 2 + n2 + 1 # start + seg1 + turn(2) + seg2 + target + if n_needed > len(dominos): + return None + + # 1) Lay the chain in a temporary obj_dict via the tested geometry. + def _no_bounds(_a: float, _b: float) -> bool: + return True + + sx = rng.uniform(comp.domino_x_lb, comp.domino_x_ub) + sy = rng.uniform(comp.domino_y_lb, comp.domino_y_ub) + rot0 = float(rng.choice([0.0, np.pi / 2, -np.pi / 2])) + obj_dict: dict = { + dominos[0]: + comp.place_domino(0, sx, sy, rot0, is_start_block=True, rng=rng) + } + x, y, rot, dc, byaw = sx, sy, rot0, 1, None + for _ in range(n1): + r = gen._place_straight_domino(rng, obj_dict, x, y, rot, gap, dc, + _no_bounds, None, byaw) + x, y, rot, dc = r.x, r.y, r.rotation, r.domino_count + r = gen._place_turn90_domino(rng, + obj_dict, + x, + y, + rot, + gap, + dc, + n_dominos=len(dominos), + n_targets=0, + _in_bounds=_no_bounds, + task_idx=None, + should_place_target_at_end=False, + block_yaw=byaw) + if not r.success: + return None + x, y, rot, dc, byaw = r.x, r.y, r.rotation, r.domino_count, r.block_yaw + for _ in range(n2): + r = gen._place_straight_domino(rng, obj_dict, x, y, rot, gap, dc, + _no_bounds, None, byaw) + x, y, rot, dc = r.x, r.y, r.rotation, r.domino_count + placed = [d for d in dominos if d in obj_dict] + if len(placed) < 3: + return None + # Keep the chain on the table (full workspace, not the narrower reachable + # placement band — the start is already sampled inside that band, and the + # push simulation below filters out any chain the robot can't actually + # push). The y placement band is very tight (~0.19 m), so requiring the + # whole L-chain to fit it would reject almost every turn. + for d in placed: + px, py = obj_dict[d]["x"], obj_dict[d]["y"] + if not (comp.x_lb < px < comp.x_ub and comp.y_lb < py < comp.y_ub): + return None + start, target = placed[0], placed[-1] + blues = placed[1:-1] + + # 2) Assemble and verify the whole chain topples the endpoint. + if not _layout_topples(env, obj_dict, start, target): + return None + return { + "obj_dict": obj_dict, + "start": start, + "target": target, + "blues": blues, + "k_star": len(blues) + } + + +def _layout_topples(env: Any, + obj_dict: dict, + start: Object, + target: Object, + push_opt: Any = None) -> bool: + """Assemble ``obj_dict``, push ``start``, and report whether ``target`` + topples at the env's current friction.""" + comp = env._domino_component + z = comp.z_lb + comp.domino_height / 2 + state = _assembled_state(env, comp, obj_dict, target, z, + comp.target_domino_color) + env._set_state(state) + joints = env._pybullet_robot.get_joints() + from predicators.utils import \ + PyBulletState # pylint: disable=import-outside-toplevel + pstate = PyBulletState(state.data.copy(), simulator_state=joints) + env._current_observation = pstate + if push_opt is None: + push_opt = _get_push_option(env) + if not _execute_push(env, pstate, push_opt, start): + return False + final = _settle(env, _SETTLE_STEPS) + return abs(final.get(target, "roll")) >= comp.fallen_threshold + + +def _assembled_state(env: Any, comp: Any, obj_dict: dict, target: Any, + z: float, tgt_col: Any) -> State: + """State with the L-chain assembled and every other domino out of view.""" + from predicators.utils import \ + create_state_from_dict # pylint: disable=import-outside-toplevel + robot_init = { + "x": env.robot_init_x, + "y": env.robot_init_y, + "z": env.robot_init_z, + "fingers": env.open_fingers, + "roll": env.robot_init_roll, + "tilt": env.robot_init_tilt, + "wrist": env.robot_init_wrist, + } + init_dict: dict = {env._robot: robot_init} + for i, dom in enumerate(comp.dominos): + if dom in obj_dict: + d = obj_dict[dom] + col = tgt_col if dom is target else (d["r"], d["g"], d["b"]) + init_dict[dom] = { + "x": d["x"], + "y": d["y"], + "z": z, + "yaw": d["yaw"], + "roll": 0.0, + "r": col[0], + "g": col[1], + "b": col[2], + "is_held": 0.0 + } + else: + init_dict[dom] = { + "x": _OOV + i * 0.1, + "y": _OOV + i * 0.1, + "z": z, + "yaw": 0.0, + "roll": 0.0, + "r": 0.6, + "g": 0.8, + "b": 1.0, + "is_held": 0.0 + } + return create_state_from_dict(init_dict) + + +def compute_k_star(env: Any, + init_state: State, + budget: Optional[int] = None) -> Optional[int]: + """Smallest #blues in [0, budget] whose chain topples the target, else + None. + + ``budget`` defaults to the number of movable blues actually present + in the task (capped by ``CFG.domino_min_block_num_blues``). + """ + comp = env._domino_component + if comp is None: + return None + dominoes = init_state.get_objects(comp.domino_type) + # pylint: disable=protected-access + start = next( + (d for d in dominoes if comp._StartBlock_holds(init_state, [d])), None) + target = next( + (d for d in dominoes if comp._TargetDomino_holds(init_state, [d])), + None) + blues = [d for d in dominoes if comp._MovableBlock_holds(init_state, [d])] + if start is None or target is None: + return None + if budget is None: + budget = CFG.domino_min_block_num_blues + budget = min(budget, len(blues)) + + push_opt = _get_push_option(env) + span = float( + np.hypot( + init_state.get(target, "x") - init_state.get(start, "x"), + init_state.get(target, "y") - init_state.get(start, "y"))) + for k in range(budget + 1): + # Geometric prune: a per-gap beyond any topple reach (or below body + # overlap) cannot work at any friction — skip the simulation. + gap = span / (k + 1) + if not _MIN_GAP < gap < _MAX_GAP: + continue + if _chain_topples(env, init_state, start, target, blues, k, push_opt): + return k + return None + + +def straight_span_k_star(env: Any, + span: float, + budget: Optional[int] = None) -> Optional[int]: + """Minimum blues whose evenly-spaced STRAIGHT chain crosses ``span`` at + the env's CURRENT friction, or None if no k within budget works. + + Probed with a real Push at a canonical pushable pose. Used by the turn + tasks' per-leg differentiation certificate: each leg of a turn is a + straight sub-chain, so "how many blues does this friction believe the + leg needs" is measured by an actual rollout of a chain of that length — + independent of any corner (whose cost is the same on both sides of the + comparison and cancels). + """ + comp = env._domino_component + if comp is None: + return None + if budget is None: + budget = CFG.domino_min_block_num_blues + budget = min(budget, len(comp.dominos) - 2) + push_opt = _get_push_option(env) + doms = comp.dominos + sx, sy = _PROBE_ANCHOR + syaw = np.pi / 2 # chain runs along +x + for k in range(budget + 1): + gap = span / (k + 1) + if not _MIN_GAP < gap < _MAX_GAP: + continue + od = { + doms[0]: comp.place_domino(0, sx, sy, syaw, is_start_block=True), + doms[1]: comp.place_domino(1, sx + span, sy, syaw, + is_target_block=True), + } + for i in range(k): + od[doms[2 + i]] = comp.place_domino(2 + i, sx + (i + 1) * gap, sy, + syaw) + if _layout_topples(env, od, doms[0], doms[1], push_opt): + return k + return None + + +def _on_table(comp: Any, pts: List[Any]) -> bool: + """All (x, y) points inside the full table workspace.""" + return all( + comp.x_lb < float(px) < comp.x_ub and comp.y_lb < float(py) < comp.y_ub + for px, py in pts) + + +def _candidate_turn_layouts(comp: Any, k: int, start_pose: Any, + target_pose: Any) -> Any: + """Yield candidate k-blue layouts for a cornered target. + + Each candidate is ``(obj_dict, start, target)`` using ``comp.dominos[0]`` + as the (green) start, ``dominos[1]`` as the (purple) target and + ``dominos[2:2+k]`` as blues — object identity is irrelevant here, only the + physics matters. Two sub-families: + + * straight line: k blues evenly spaced from start to target (covers + barely-off-axis targets and the k < 2 cases); + * corner search: k1 entry blues at per-gap ``g in _ENTRY_GAPS`` along + the start's fall line, ONE corner blue at its natural (chain-facing) + yaw with sim-calibrated approach/exit gaps (``_CORNER_CONFIGS``), + then ``k2 = k - 1 - k1`` blues evenly spaced from the corner exit to + the target. Sliding the corner via ``g`` realises the "stretched + corner" plans an optimising agent would find. Deliberately EXCLUDES + the generator's mirrored 45-degree pair: no planner would propose + that orientation, so K* must not assume it. + + Layouts with a gap outside ``(_MIN_GAP, _MAX_GAP)`` or blocks off the + table are pruned without simulation. + """ + sx, sy, syaw = (float(v) for v in start_pose) + tx, ty, tyaw = (float(v) for v in target_pose) + dominos = comp.dominos + start, target = dominos[0], dominos[1] + s_pt = np.array([sx, sy]) + t_pt = np.array([tx, ty]) + u_vec = np.array([np.sin(syaw), np.cos(syaw)]) # start's fall direction + w_vec = t_pt - s_pt + + def _base() -> dict: + return { + start: comp.place_domino(0, sx, sy, syaw, is_start_block=True), + target: comp.place_domino(1, tx, ty, tyaw, is_target_block=True), + } + + # (a) Straight line start -> target, evenly spaced. + dist = float(np.linalg.norm(w_vec)) + gap = dist / (k + 1) + if _MIN_GAP < gap < _MAX_GAP: + d_vec = w_vec / dist + line_yaw = float(np.arctan2(d_vec[0], d_vec[1])) + od = _base() + pts = [] + for i in range(k): + p_pt = s_pt + (i + 1) * gap * d_vec + od[dominos[2 + i]] = comp.place_domino(2 + i, float(p_pt[0]), + float(p_pt[1]), line_yaw) + pts.append((p_pt[0], p_pt[1])) + if _on_table(comp, pts): + yield od, start, target + + if k < 2: + return + cross = float(u_vec[0] * w_vec[1] - u_vec[1] * w_vec[0]) + if abs(cross) < 1e-6: + return # target on the fall line: the straight family covers it + t_dir = 1.0 if cross > 0 else -1.0 + + # (b) Corner search: k1 entry blues, ONE natural-yaw corner blue, and + # k2 = k - 1 - k1 exit blues. The corner faces f of the way through + # the 90-deg turn (its local travel direction) — the agent-buildable + # layout style — with sim-calibrated approach/exit gaps (g1, g2). + for k1 in range(k): + k2 = k - 1 - k1 + # g_entry only matters when there ARE entry blues to space. + entry_gaps = _ENTRY_GAPS if k1 > 0 else _ENTRY_GAPS[:1] + for g_entry in entry_gaps: + for f_yaw, g1, g2 in _CORNER_CONFIGS: + od = _base() + pts = [] + slot = 2 + for i in range(k1): + p_pt = s_pt + (i + 1) * g_entry * u_vec + od[dominos[slot]] = comp.place_domino( + slot, float(p_pt[0]), float(p_pt[1]), syaw) + pts.append((p_pt[0], p_pt[1])) + slot += 1 + c_pt = s_pt + (k1 * g_entry + g1) * u_vec + c_yaw = syaw - t_dir * f_yaw * np.pi / 2 + c_dir = np.array([np.sin(c_yaw), np.cos(c_yaw)]) + od[dominos[slot]] = comp.place_domino( + slot, float(c_pt[0]), float(c_pt[1]), float(c_yaw)) + pts.append((c_pt[0], c_pt[1])) + slot += 1 + if k2 == 0: + # Corner blue must topple the target directly. + if not _MIN_GAP < float( + np.linalg.norm(t_pt - c_pt)) < _MAX_GAP: + continue + else: + # First exit blue one g2 past the corner along its fall + # line; the rest evenly spaced toward the target. + b1_pt = c_pt + g2 * c_dir + e_vec = t_pt - b1_pt + e_len = float(np.linalg.norm(e_vec)) + per = e_len / k2 + if not _MIN_GAP < per < _MAX_GAP: + continue + e_dir = e_vec / e_len + e_yaw = float(np.arctan2(e_dir[0], e_dir[1])) + for j in range(k2): + p_pt = b1_pt + j * per * e_dir + od[dominos[slot]] = comp.place_domino( + slot, float(p_pt[0]), float(p_pt[1]), e_yaw) + pts.append((p_pt[0], p_pt[1])) + slot += 1 + if _on_table(comp, pts): + yield od, start, target + + +def compute_turn_k_star(env: Any, + start_pose: Any, + target_pose: Any, + budget: Optional[int] = None) -> Optional[int]: + """Minimum blues that topple a cornered target, by layout search. + + For each k (ascending), simulates every candidate in + :func:`_candidate_turn_layouts` at the env's CURRENT friction and returns + the first k with a toppling layout, else ``None``. Unlike the straight + :func:`compute_k_star`, even spacing is not optimal around a corner — + sliding the corner toward the start ("stretched corner") can beat the + evenly-spaced L by a block — so K* must be a minimum over layouts, not a + count of one constructed chain. The family contains only AGENT-BUILDABLE + layouts (straight probes + natural-yaw corner blues); the generator's + mirrored 45-degree pair is deliberately excluded, so K* never assumes a + layout no planner would propose. The family is coarse, so the result is + an upper bound on the true minimum over that natural class. + + ``start_pose`` = (x, y, yaw) of the green start block, ``target_pose`` = + (x, y, yaw) of the purple target. ``budget`` caps k (default + ``CFG.domino_min_block_num_blues``). + """ + comp = env._domino_component + if comp is None: + return None + if budget is None: + budget = CFG.domino_min_block_num_blues + budget = min(budget, len(comp.dominos) - 2) + if budget < 0: + return None + push_opt = _get_push_option(env) + for k in range(budget + 1): + for od, start, target in _candidate_turn_layouts( + comp, k, start_pose, target_pose): + if _layout_topples(env, od, start, target, push_opt): + return k + return None From 4b94562be32212192779d5daaa11d532afe69507 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 17:59:42 +0100 Subject: [PATCH 04/19] Docs: min-block task-generation slide deck and figure scripts Self-contained reveal.js deck (motivation -> pipeline overview -> reward, anatomy, K* search, corner-layout search, turn-physics A/B, differentiation filter, per-task examples). Figures are generated by checked-in scripts that drive the real task-gen code: the corner-candidate grid, the turn yaw A/B (scoped: natural alignment fails only at min-block gaps; the legacy generator's natural corners work at tighter gaps), and the five live test tasks with calibrated vs miscalibrated solutions, every panel sim-verified. --- .../assets/domino_min_block/build_deck.py | 464 ++++++++++++++++++ .../domino_min_block/make_anatomy_fig.py | 79 +++ .../make_task_examples_fig.py | 240 +++++++++ .../domino_min_block/make_turn_ab_fig.py | 135 +++++ .../domino_min_block/make_turn_layouts_fig.py | 129 +++++ .../assets/domino_min_block/phase1_gap.png | Bin 0 -> 63295 bytes .../assets/domino_min_block/task_anatomy.png | Bin 0 -> 68546 bytes .../assets/domino_min_block/task_examples.png | Bin 0 -> 138746 bytes docs/envs/assets/domino_min_block/turn_ab.png | Bin 0 -> 104591 bytes .../assets/domino_min_block/turn_layouts.png | Bin 0 -> 165322 bytes .../domino_min_block_task_gen_slides.html | 443 +++++++++++++++++ 11 files changed, 1490 insertions(+) create mode 100644 docs/envs/assets/domino_min_block/build_deck.py create mode 100644 docs/envs/assets/domino_min_block/make_anatomy_fig.py create mode 100644 docs/envs/assets/domino_min_block/make_task_examples_fig.py create mode 100644 docs/envs/assets/domino_min_block/make_turn_ab_fig.py create mode 100644 docs/envs/assets/domino_min_block/make_turn_layouts_fig.py create mode 100644 docs/envs/assets/domino_min_block/phase1_gap.png create mode 100644 docs/envs/assets/domino_min_block/task_anatomy.png create mode 100644 docs/envs/assets/domino_min_block/task_examples.png create mode 100644 docs/envs/assets/domino_min_block/turn_ab.png create mode 100644 docs/envs/assets/domino_min_block/turn_layouts.png create mode 100644 docs/envs/domino_min_block_task_gen_slides.html diff --git a/docs/envs/assets/domino_min_block/build_deck.py b/docs/envs/assets/domino_min_block/build_deck.py new file mode 100644 index 000000000..6cd93ddf6 --- /dev/null +++ b/docs/envs/assets/domino_min_block/build_deck.py @@ -0,0 +1,464 @@ +"""Assemble a single-file reveal.js deck with base64-embedded figures.""" +import base64 +from pathlib import Path + +HERE = Path(__file__).parent + + +def b64(name: str) -> str: + return base64.b64encode((HERE / name).read_bytes()).decode() + + +HTML = r""" + + + +Reach-Limited Domino Tasks: Motivation & Method + + + + + + +
+ + +
+

Making Miscalibration Matter

+

Reach-limited minimum-block tasks for the domino domain

+

Motivation & method of the new task generator
+ (base-sim system-identification experiment line)

+ +
+ + +
+

Why change the domino tasks at all?

+
    +
  • Our agent learns world models: predicates + process rules + parameters
  • +
  • Boil: hidden heat dynamics → a real learning problem ✓
  • +
  • Domino: all dynamics live in the base PyBullet sim — + the learned residual is a no-op → nothing to learn
  • +
  • Natural fix: learn the base sim's physical parameters (system identification)
  • +
  • …but first: does a wrong parameter even hurt?
  • +
+ +
+ + +
+

Which parameter could we learn? (measured)

+ + + + + + +
parameterswepteffect on cascade reach gcrit
lateral friction0.1 → 1.00.11 → 0.16 m under the real push — dominant
mass0.02 → 0.5 (25×)none (flat)
restitution0 → 0.6none (flat)
+
    +
  • gcrit = largest inter-domino gap the cascade still crosses
  • +
  • Mass cancels in rigid toppling & equal-mass collisions → a null target
  • +
  • Friction is the system-identification target
  • +
+ +
+ + +
+

Miscalibration causes real execution failures

+ g_crit vs friction; success collapse +

A plan tuned to friction 0.5 (gap 0.16) topples 5/5 when real friction ≥ 0.5, + but 1/5 when real friction < 0.5. Failure is directional: over-estimating reach.

+ +
+ + +
+

…but the old tasks hide the gap

+
    +
  • Old generator lays the whole solution chain at fixed 0.098 m spacing
  • +
  • Reach bands under the real push:
  • +
+ + + + + +
gapoutcome
≤ 0.11 mtopples at every friction (robust band) ← old tasks live here
0.12 – 0.16 mfriction-sensitive band
≥ 0.17 mimpossible at any friction
+
    +
  • ⇒ any sim-valid plan also works in real, at any friction → sysID is moot
  • +
  • Agents get generous blocks → never operate near the reach limit
  • +
+ +
+ + +
+

Second gap: LLM planners don't minimize

+
    +
  • Classical planners prefer short plans; LLM planners have no such bias
  • +
  • A cautious LLM over-builds → accidentally tight gaps → succeeds with a wrong model
  • +
  • A soft “use few blocks” instruction has no teeth
  • +
  • A hard block budget can't force failure either — the baseline can just use all of them
  • +
  • ⇒ the reward itself must encode the true minimum
  • +
+ +
+ + +
+

The whole pipeline, in one slide

+
+
+ 1 · Sample geometry
+ green start → purple target.
+ Straight: span 0.13–0.30 m.
+ Turn (~40%): entry + exit legs, one 90° corner. +
+
+
+ 2 · Find true K*
+ simulate real pushes at true friction (µ=0.1).
+ Straight: evenly-spaced chain.
+ Turn: search corner layouts. +
+
+
+ 3 · Keep only tasks that separate the models
+ recompute believed K at planning friction (µ=0.5); keep only if the + wrong model under-counts.
+ most attempts die here — that's the point +
+
+
+ 4 · Attach reward, stage blues
+ success ⇔ topple ∧ ≤ K* blues used.
+ 4 blues staged (> K*), so over-building is possible — and punished. +
+
+
+ 5 · Cache
+ keyed by config + seed + code digest; auto-invalidates on any change. +
+
+
    +
  • Every kept task is a constructive proof: the K*-search's winning layout solves it, + and a planner with the wrong friction provably under-builds it
  • +
  • Drop reasons: direct push already solves it (K*<1) · needs every staged blue (no spare + for the over-build check) · both frictions agree (dead band)
  • +
+ +
+ + +
+

The minimum-block reward

+
success ⇔ Toppled(target) ∧ blocks_used ≤ K*
+ K* = true minimum #blues that topple the target — computed by simulation at the true friction
+ + + + + +
blues usedoutcome (verified in sim)
K* − 1chain dies short — no topple ✗
K*topples, within budget ✓ reward
K* + 1topples but over budget ✗
+
    +
  • Toppling needs ≥ K* ⇒ “≤ K*” ≡ “exactly K*” — two-sided
  • +
  • Hitting K* ⇔ having a calibrated reach model — that's the whole point
  • +
  • blocks_used = toppled movable blues in the final state (plan-free, state-based)
  • +
+ +
+ + + +
+

One task, two models

+ task anatomy +

The miscalibrated planner's 1-blue plan validates in its own sim — + and dies in the real one. Unrecoverable: the fallen green start is not movable, so no replan can restart the cascade.

+ +
+ + +
+

Computing K* honestly: simulate, don't count

+
    +
  • All verification drives the real robot Push (IK failures ⇒ candidate is a miss)
  • +
  • Straight tasks: even spacing is optimal on a line → try k = 0, 1, 2, …
  • +
  • Turn tasks (90°, dominoes only): the evenly-spaced L is not minimal — + sliding the turn pair toward the start (“stretched corner”) saves a block. + Our first K* was wrong; simulation caught it.
  • +
  • ⇒ K* = minimum over a layout search family of + agent-buildable layouts: +
      +
    • straight-line probe (can the corner be cheated?)
    • +
    • corner search: entry per-gap ∈ {0.10, 0.13, 0.15} + ONE natural-yaw + corner blue from sim-calibrated (yaw, in-gap, out-gap) configs
    • +
    • the generator's mirrored 45° pair is excluded — + no planner would propose it, so K* must not assume it
    • +
    +
  • +
  • Geometric pruning (gaps outside (0.03, 0.20) skipped) bounds the sims/task
  • +
+ +
+ + +
+

"Search corner layouts" — what K* actually tries

+
+
+
    +
  • Why search? Around a corner, evenly spaced is not + cheapest — sliding the corner along the entry leg + ("stretched corner") can save a whole + block. Counting an even L over-states K*.
  • +
  • Only agent-buildable layouts. The family contains what a + planner would actually propose; the generator's mirrored 45° + pair is excluded by principle.
  • +
  • For each k (ascending), try every candidate: +
      +
    • straight-line probe — k blues evenly spaced + start→target, ignoring the corner + (can the corner be cheated?)
    • +
    • natural-corner family — k1 entry blues (per-gap + g ∈ {0.10, 0.13, 0.15} slides the corner), ONE + corner blue facing 36–54° into the turn with sim-calibrated + in/out gaps, exit blues evenly spaced
    • +
    +
  • +
  • Every candidate = a full PyBullet rollout with a real + push — no geometry arithmetic. The corner configs were + calibrated from the oracle run's own −36° corner blue
  • +
  • First k with any toppling layout wins; + the winning layout is the task's proof of solvability
  • +
  • Searched K* is an upper bound (coarse family), but + it includes the strategies agents actually use · + gap pruning bounds the sims/task
  • +
+
+
+ geometry-exact corner layout candidates +

the k=2 candidate family for one task: + straight probe, the five natural-corner configs, and the excluded mirrored pair

+
+
+ +
+ + +
+

The 45°-block that looks wrong — and works

+ turn yaw A/B + search families +

A/B-verified: the natural-looking alignment (panel 2) never + propagates at min-block gaps (0.098–0.13, both frictions, ±W/2 offsets). At the legacy generator's + tighter gaps (≲0.09) it works fine — the claim is scoped to the near-reach-limit band. The mirrored yaw + (panel 1) is load-bearing there: the block is clipped and side-swept into the next one. + And that is exactly why the K* search excludes it — a corner that only works via an orientation + no planner would propose must not set the task's budget. Panels 3–4: why K* must search layouts.

+ +
+ + +
+

Not every task separates the models

+
    +
  • Dead band: spans where both frictions need the same count + (e.g. 0.17–0.23 m: one blue either way) → task can't distinguish calibrated from not
  • +
  • Per-task filter: recompute the believed K* at the planning friction; keep only forced failures
  • +
  • Direction-aware: +
      +
    • planning > true (over-reach): keep believed < true → forced under-build
    • +
    • planning < true (under-reach): keep true < believed ≤ staged → forced over-build
    • +
    +
  • +
  • Turns: only long entry legs differentiate (leg scan: 3-vs-2, 4-vs-3, 5-vs-4 cells)
  • +
+ +
+ + +
+

Sampled tasks: calibrated vs miscalibrated, side by side

+ sampled tasks with true vs believed solutions +

All five tasks of the live seed-0 test set. Middle: the K*-search's winning layout at the + true friction (sim-verified ✓). Right: what the µ=0.5 model builds — believed chain / + under-built entry leg — executed at true friction: dies short ✗ on every task.

+ +
+ + +
+

Engineering that mattered

+
    +
  • Friction roles: eval env = true friction; planning sims + (skip_process_dynamics=True) = planning friction; an oracle flag grants ground truth
  • +
  • Staging capacity: the staging grid fits ≤ 4 blues (gripper clearance) + → enforce K* ≤ 3 so a spare blue always exists (over-build stays penalized)
  • +
  • Task cache: keyed on (config flags, seed, source-code digest) — + 43 s → 0.01 s per reload; auto-invalidates on any code/config change; + all arms share identical tasks
  • +
  • Determinism: physics params are never altered for speed — K* is defined by eval physics
  • +
+ +
+ + +
+

The experiment matrix

+ + + + + + + + + + + +
armplanner's frictionexpectedestablishes
no-learning baseline
agent_base_sim_no_learning
0.5 (wrong)~0/5miscalibration ⇒ task failure (unrecoverable)
oracle: GT hybrid sim + params
agent_oracle_hybrid_sim_no_demo
0.1 (true)~5/5tasks solvable; LLM commits to exactly-K* plans
ours + friction sysID
(next build)
0.5 → learns → ~0.1fail → learn → succeedcalibration is learnable from interaction
+

Same pipeline family (agent_sim_learning) for oracle and ours — the contrast isolates what is learned.

+ +
+ + +
+

Status & discussion

+
    +
  • Built + verified in sim: two-sided reward, straight + 90°-turn generator, + searched K*, direction-aware filters, task cache, baseline & oracle configs
  • +
  • Next: the friction sysID fit — LM over interaction roll/z trajectories, + injected into the planning sim each online cycle
  • +
+

Open questions for this group

+
    +
  • Searched K* is an upper bound over the layout family — tight enough?
  • +
  • Reverse (over-build) condition: report as a second axis, or appendix?
  • +
  • Calibration numbers are single-seed — how many seeds for the paper?
  • +
+ +
+ +
+ + + + + +""" + +out = HTML.replace("{{IMG_PHASE1}}", b64("phase1_gap.png")) \ + .replace("{{IMG_ANATOMY}}", b64("task_anatomy.png")) \ + .replace("{{IMG_TURNAB}}", b64("turn_ab.png")) \ + .replace("{{IMG_TURNLAYOUTS}}", b64("turn_layouts.png")) \ + .replace("{{IMG_TASKEXAMPLES}}", b64("task_examples.png")) +dest = HERE.parent.parent / "domino_min_block_task_gen_slides.html" +dest.write_text(out) +print("wrote", dest, f"({len(out)//1024} KB)") diff --git a/docs/envs/assets/domino_min_block/make_anatomy_fig.py b/docs/envs/assets/domino_min_block/make_anatomy_fig.py new file mode 100644 index 000000000..911adf978 --- /dev/null +++ b/docs/envs/assets/domino_min_block/make_anatomy_fig.py @@ -0,0 +1,79 @@ +"""Schematic: min-block task anatomy — init, calibrated plan, miscalibrated +plan. Pure drawing (numbers match the measured reaches).""" +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from pathlib import Path +from matplotlib.patches import FancyArrowPatch, Rectangle + +W, D = 0.07, 0.015 # domino width (perp to chain) x depth (along chain) +SPAN = 0.26 +TRUE_REACH, BELIEVED_REACH = 0.11, 0.16 + + +def block(ax, x, y, color, label=None): + ax.add_patch( + Rectangle((x - D / 2, y - W / 2), D, W, facecolor=color, + edgecolor="k", lw=1.2, zorder=3)) + if label: + ax.text(x, y - W / 2 - 0.03, label, ha="center", va="top", fontsize=9) + + +def gap_arrow(ax, x0, x1, y, txt, color): + ax.add_patch( + FancyArrowPatch((x0 + D / 2, y), (x1 - D / 2, y), arrowstyle="<->", + color=color, mutation_scale=10, lw=1.4, zorder=2)) + ax.text((x0 + x1) / 2, y + 0.045, txt, ha="center", fontsize=9, + color=color) + + +fig, axes = plt.subplots(1, 3, figsize=(13, 3.2)) + +# ── Panel 1: the task ──────────────────────────────────────────── +ax = axes[0] +block(ax, 0.0, 0.0, "#7fc97f", "start\n(push me)") +block(ax, SPAN, 0.0, "#c599c5", "target\n(topple me)") +gap_arrow(ax, 0.0, SPAN, 0.0, f"span {SPAN} m", "k") +for i, bx in enumerate((0.04, 0.10, 0.16, 0.22)): + block(ax, bx, -0.16, "#7fb2d9") +ax.text(0.13, -0.235, "4 staged blues (place as few as possible)", + ha="center", fontsize=9, color="#33658a") +ax.set_title("Task: topple target with ≤ K* blues", fontsize=11) + +# ── Panel 2: calibrated plan (true reach 0.11 → K*=2) ──────────── +ax = axes[1] +block(ax, 0.0, 0.0, "#7fc97f") +g = SPAN / 3 +for i in (1, 2): + block(ax, i * g, 0.0, "#7fb2d9") +block(ax, SPAN, 0.0, "#c599c5") +gap_arrow(ax, 0.0, g, 0.0, f"{g:.3f} ≤ 0.11 ✓", "#1a7a1a") +ax.text(SPAN / 2, -0.19, "true reach 0.11 → K* = 2 blues\ntopples ✓ uses 2 ≤ K* ✓ REWARD", + ha="center", fontsize=10, color="#1a7a1a") +ax.set_title("Calibrated model (friction 0.1)", fontsize=11) + +# ── Panel 3: miscalibrated plan (believed reach 0.16 → 1 blue) ─── +ax = axes[2] +block(ax, 0.0, 0.0, "#7fc97f") +block(ax, SPAN / 2, 0.0, "#7fb2d9") +block(ax, SPAN, 0.0, "#c599c5") +gap_arrow(ax, 0.0, SPAN / 2, 0.0, f"{SPAN/2:.2f} ≤ 0.16 ?", "#b3541e") +ax.text(SPAN * 0.75, 0.09, "✗ chain dies\n(0.13 > 0.11 real reach)", + ha="center", fontsize=10, color="#a01515") +ax.text(SPAN / 2, -0.19, + "believed reach 0.16 → plans 1 blue\nvalidates in ITS sim, fails in real", + ha="center", fontsize=10, color="#a01515") +ax.set_title("Miscalibrated model (believes 0.5)", fontsize=11) + +for ax in axes: + ax.set_xlim(-0.09, 0.36) + ax.set_ylim(-0.28, 0.17) + ax.set_aspect("equal") + ax.axis("off") + +fig.tight_layout() +out = str(Path(__file__).parent / "task_anatomy.png") +fig.savefig(out, dpi=140, bbox_inches="tight") +print("saved", out) diff --git a/docs/envs/assets/domino_min_block/make_task_examples_fig.py b/docs/envs/assets/domino_min_block/make_task_examples_fig.py new file mode 100644 index 000000000..900b6cec2 --- /dev/null +++ b/docs/envs/assets/domino_min_block/make_task_examples_fig.py @@ -0,0 +1,240 @@ +"""Slide figure: sampled tasks — calibrated vs miscalibrated solutions. + +For each sampled cached test task, three columns: + 1. the staged initial state (blues parked, start/target fixed); + 2. the calibrated solution: the K*-search's winning layout at the TRUE + friction, re-verified by simulation (should topple); + 3. the miscalibrated plan: the cheapest layout the PLANNING-friction + model accepts (straight: believed-K chain; turn: same corner blueprint + with legs respaced at believed counts), then EXECUTED at the true + friction (should die short) — the baseline's predicted behaviour. + +Everything is produced by the real task-gen machinery: cached tasks are +reloaded through the env, layouts come from the search code, outcomes from +sim rollouts with the real Push. +""" +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.patches import Circle, Rectangle +from matplotlib.transforms import Affine2D + +from predicators import utils +from predicators.envs import create_new_env +from predicators.envs.pybullet_domino.task_generators import \ + min_block_utils as mbu +from predicators.settings import CFG + +utils.reset_config({ + 'env': 'pybullet_domino', 'seed': 0, 'num_train_tasks': 1, + 'num_test_tasks': 5, 'test_env_seed_offset': 10000, + 'max_initial_demos': 0, 'horizon': 500, + 'domino_initialize_at_finished_state': False, + 'domino_use_domino_blocks_as_target': True, + 'domino_use_continuous_place': True, + 'domino_has_glued_dominos': False, + 'domino_min_block_tasks': True, + 'domino_true_friction': 0.1, 'domino_planning_friction': 0.5, + 'domino_min_block_span_lo': 0.13, 'domino_min_block_span_hi': 0.3, + 'domino_min_block_num_blues': 4, + 'pybullet_birrt_extend_num_interp': 20, + 'pybullet_birrt_path_subsample_ratio': 2, +}) +env = create_new_env('pybullet_domino', do_cache=False, use_gui=False) +comp = env._domino_component # pylint: disable=protected-access +push_opt = mbu._get_push_option(env) +W, D = comp.domino_width, comp.domino_depth +doms = comp.dominos + + +def block(ax, x, y, yaw, color, hl=False): + tr = (Affine2D().rotate(-yaw).translate(x, y) + ax.transData) + ax.add_patch( + Rectangle((-W / 2, -D / 2), W, D, facecolor=color, edgecolor="k", + lw=0.9, transform=tr, zorder=3)) + fx, fy = 0.025 * np.sin(yaw), 0.025 * np.cos(yaw) + ax.arrow(x, y, fx, fy, head_width=0.008, color=color, lw=0.9, zorder=4) + if hl: + ax.add_patch( + Circle((x, y), 0.042, fill=False, edgecolor="#d62728", lw=1.6, + linestyle="--", zorder=5)) + + +def draw_state(ax, poses, title, tcolor="k"): + """poses: list of (x, y, yaw, role) with role in start/target/blue.""" + colors = {"start": "#7fc97f", "target": "#c599c5", "blue": "#7fb2d9"} + for x, y, yaw, role in poses: + block(ax, x, y, yaw, colors[role]) + ax.set_title(title, fontsize=9.5, color=tcolor) + xs = [p[0] for p in poses] + ys = [p[1] for p in poses] + ax.set_xlim(min(xs) - 0.09, max(xs) + 0.09) + ax.set_ylim(min(ys) - 0.09, max(ys) + 0.09) + ax.set_aspect("equal") + ax.axis("off") + + +def od_poses(od, start, target): + out = [] + for obj, pose in od.items(): + role = ("start" if obj is start else + "target" if obj is target else "blue") + out.append((pose["x"], pose["y"], pose["yaw"], role)) + return out + + +def state_poses(state): + out = [] + for d in state.get_objects(comp.domino_type): + # pylint: disable=protected-access + role = ("start" if comp._StartBlock_holds(state, [d]) else + "target" if comp._TargetDomino_holds(state, [d]) else "blue") + out.append((state.get(d, "x"), state.get(d, "y"), + state.get(d, "yaw"), role)) + return out + + +def winning_layout(state, k_max, friction): + """First toppling layout (straight chain or turn candidate) with the + fewest blues at ``friction``; returns (od, start, target, k) or None.""" + # pylint: disable=protected-access + dominoes = state.get_objects(comp.domino_type) + start = next(d for d in dominoes if comp._StartBlock_holds(state, [d])) + target = next(d for d in dominoes if comp._TargetDomino_holds(state, [d])) + s_pose = (state.get(start, "x"), state.get(start, "y"), + state.get(start, "yaw")) + t_pose = (state.get(target, "x"), state.get(target, "y"), + state.get(target, "yaw")) + env.set_domino_physical_params(friction=friction) + try: + for k in range(k_max + 1): + for od, s_, t_ in mbu._candidate_turn_layouts( + comp, k, s_pose, t_pose): + if mbu._layout_topples(env, od, s_, t_, push_opt): + return od, s_, t_, k + finally: + env.set_domino_physical_params(friction=CFG.domino_true_friction) + return None + + +def executes_at_true(od, s_, t_): + env.set_domino_physical_params(friction=CFG.domino_true_friction) + return mbu._layout_topples(env, od, s_, t_, push_opt) + + +tasks = env.get_test_tasks() +picks = list(range(len(tasks))) # every task in the live set +# Transposed layout — tasks as columns, stages as rows — so the full set +# fits a widescreen slide. +fig, axes = plt.subplots(3, len(picks), figsize=(3.4 * len(picks), 10.2)) +axes = np.atleast_2d(axes).T # axes[col] = (init, true, believed) per task + +for row, ti in enumerate(picks): + task = tasks[ti] + k_star = task.reward_fn.max_blocks + turn = "90-degree" in (task.goal_nl or "") + kind = "turn" if turn else "straight" + draw_state( + axes[row][0], state_poses(task.init), + f"task {ti} ({kind}) · K*={k_star}\nstaged init") + + # Search up to the full blue budget: staged poses drift a little + # through the PyBullet round-trip, so the regenerated minimal layout + # can land one blue off the recorded K*. + true_win = winning_layout(task.init, CFG.domino_min_block_num_blues, + CFG.domino_true_friction) + if true_win is None: + axes[row][1].axis("off") + axes[row][1].set_title( + "layout not reproducible from staged poses", + fontsize=9.5, color="#555") + axes[row][2].axis("off") + continue + od, s_, t_, k_t = true_win + draw_state( + axes[row][1], od_poses(od, s_, t_), + f"calibrated: {k_t} blues\n→ TOPPLES ✓", + tcolor="#1a7a1a") + + # Believed side: what the miscalibrated (µ=0.5) model builds. + if not turn: + # Straight: believed evenly-spaced chain over the task's span, + # count probed at the drift-free canonical anchor. + s_xy = np.array([od[s_]["x"], od[s_]["y"]]) + t_xy = np.array([od[t_]["x"], od[t_]["y"]]) + span = float(np.linalg.norm(t_xy - s_xy)) + env.set_domino_physical_params(friction=CFG.domino_planning_friction) + try: + k_b = mbu.straight_span_k_star(env, span, budget=max(k_t - 1, 0)) + finally: + env.set_domino_physical_params(friction=CFG.domino_true_friction) + if k_b is None: + axes[row][2].axis("off") + axes[row][2].set_title("no cheaper chain validates at µ=0.5", + fontsize=9.5, color="#555") + continue + d_dir = (t_xy - s_xy) / span + line_yaw = float(np.arctan2(d_dir[0], d_dir[1])) + odb = {s_: od[s_], t_: od[t_]} + for i in range(k_b): + pt = s_xy + (i + 1) * span / (k_b + 1) * d_dir + odb[doms[2 + i]] = comp.place_domino(2 + i, float(pt[0]), + float(pt[1]), line_yaw) + label = f"believed chain: {k_b} blues" + else: + # Turn: same route, one fewer blue — the believed model's + # under-build, spread evenly along the winning layout's own path + # (each blue faces its local travel direction). Uniform across + # corner and diagonal-probe winning layouts. + blues = [(o, pp) for o, pp in od.items() if o not in (s_, t_)] + s_xy = np.array([od[s_]["x"], od[s_]["y"]]) + t_xy = np.array([od[t_]["x"], od[t_]["y"]]) + rest = blues[:] + path = [s_xy] + cur = s_xy + while rest: + nxt = min(rest, + key=lambda e: (e[1]["x"] - cur[0])**2 + + (e[1]["y"] - cur[1])**2) + rest.remove(nxt) + cur = np.array([nxt[1]["x"], nxt[1]["y"]]) + path.append(cur) + path.append(t_xy) + segs = [(path[i], path[i + 1]) for i in range(len(path) - 1)] + lens = [float(np.linalg.norm(b - a)) for a, b in segs] + total = sum(lens) + n_bel = max(len(blues) - 1, 0) + odb = {s_: od[s_], t_: od[t_]} + for i in range(n_bel): + d_target = (i + 1) / (n_bel + 1) * total + acc = 0.0 + for (a, b), seg_len in zip(segs, lens): + if acc + seg_len >= d_target: + frac = (d_target - acc) / seg_len + pt = a + frac * (b - a) + dvec = (b - a) / seg_len + yaw = float(np.arctan2(dvec[0], dvec[1])) + odb[doms[2 + i]] = comp.place_domino( + 2 + i, float(pt[0]), float(pt[1]), yaw) + break + acc += seg_len + label = f"same route: {n_bel} blues" + ok = mbu._layout_topples(env, odb, s_, t_, push_opt) + verdict = "→ TOPPLES (leak!)" if ok else "→ DIES SHORT ✗" + draw_state( + axes[row][2], od_poses(odb, s_, t_), + f"{label}\n{verdict}", + tcolor="#a01515" if not ok else "#b3541e") + +for label, y in (("staged init", 0.86), ("calibrated solution\n@ true µ=0.1", 0.53), + ("µ=0.5 model's build\nrun @ true µ=0.1", 0.19)): + fig.text(0.005, y, label, fontsize=11, rotation=90, va="center", + weight="bold", color="#333") +fig.tight_layout(rect=(0.03, 0, 1, 1)) +out = Path(__file__).parent / "task_examples.png" +fig.savefig(out, dpi=140, bbox_inches="tight") +print("saved", out) diff --git a/docs/envs/assets/domino_min_block/make_turn_ab_fig.py b/docs/envs/assets/domino_min_block/make_turn_ab_fig.py new file mode 100644 index 000000000..5ba9b44de --- /dev/null +++ b/docs/envs/assets/domino_min_block/make_turn_ab_fig.py @@ -0,0 +1,135 @@ +"""Slide figure: the 45-deg turn block's mirrored yaw is load-bearing. + +Four schematic panels (footprints + facing arrows): + 1. generator convention (mirrored 45-block) -> topples (A/B verified) + 2. "natural" aligned 45-block -> fails at min-block gaps + 3. search family: stretched natural corner (saves a block) + 4. search family: straight-line probe (corner-cheat check) +Outcome labels come from the simulated A/B (gaps 0.098-0.13, frictions +0.1/0.5, side offsets {-W/2, 0, +W/2}); this drawing is schematic. +Scope: the panel-2 failure holds ONLY in that swept min-block band. At the +legacy generator's tighter gaps (<= ~0.09) the natural alignment DOES +propagate (legacy b2e0f244 used natural yaw + turn_shift offset; re-verified +by sim A/B on the real corner-family geometry, 2026-07-03). +""" +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.patches import Circle, Rectangle +from matplotlib.transforms import Affine2D + +W, D = 0.07, 0.015 +GAP = 0.10 + + +def block(ax, x, y, yaw, color, hl=False): + tr = (Affine2D().rotate(-yaw).translate(x, y) + ax.transData) + ax.add_patch( + Rectangle((-W / 2, -D / 2), W, D, facecolor=color, edgecolor="k", + lw=1.1, transform=tr, zorder=3)) + fx, fy = 0.045 * np.sin(yaw), 0.045 * np.cos(yaw) + ax.arrow(x, y, fx, fy, head_width=0.011, color=color, lw=1.1, zorder=4) + if hl: + ax.add_patch( + Circle((x, y), 0.055, fill=False, edgecolor="#d62728", lw=2.2, + linestyle="--", zorder=5)) + + +def turn_chain(ax, d1_sign, title, verdict, vcolor, note=None): + """start -> entry blue -> d1 (45 deg, sign under test) -> d2 -> exit -> + target.""" + syaw, td = 0.0, 1.0 # travel +y, turning left (exit -x) + u = np.array([np.sin(syaw), np.cos(syaw)]) + d1_dir = syaw - td * np.pi / 4 + d2_rot = syaw - td * np.pi / 2 + s = np.array([0.0, 0.0]) + block(ax, *s, syaw, "#7fc97f") + e1 = s + GAP * u + block(ax, *e1, syaw, "#7fb2d9") + d1 = e1 + GAP * u + np.array([ + td * -(W / 2) * np.cos(d1_dir), -td * -(W / 2) * np.sin(d1_dir)]) + block(ax, *d1, syaw + d1_sign * td * np.pi / 4, "#7fb2d9", hl=True) + d2 = d1 + GAP * np.array([np.sin(d1_dir), np.cos(d1_dir)]) + np.array([ + td * -(W / 2) * np.cos(d2_rot), -td * -(W / 2) * np.sin(d2_rot)]) + block(ax, *d2, syaw + td * np.pi / 2, "#7fb2d9") + e_dir = np.array([np.sin(d2_rot), np.cos(d2_rot)]) + ex = d2 + GAP * e_dir + block(ax, *ex, d2_rot, "#7fb2d9") + t = d2 + 2 * GAP * e_dir + block(ax, *t, d2_rot, "#c599c5") + ax.set_title(title, fontsize=11) + ax.text(0.02, -0.13, verdict, fontsize=12, color=vcolor, weight="bold", + ha="center") + if note: + ax.text(0.02, -0.20, note, fontsize=9, color="#555555", ha="center") + ax.set_xlim(-0.36, 0.18) + ax.set_ylim(-0.23, 0.36) + + +fig, axes = plt.subplots(1, 4, figsize=(15.5, 4.0)) + +# 1) generator convention: d1 yaw mirrored (rot + td*45) +turn_chain(axes[0], +1.0, "Generator convention\n(45°-block yaw MIRRORED)", + "TOPPLES ✓ (gap ≤ 0.11)", "#1a7a1a") +# 2) "natural" alignment: d1 yaw = travel (rot − td*45) +turn_chain(axes[1], -1.0, '"Natural" alignment\n(45°-block faces the chain)', + "FAILS AT MIN-BLOCK GAPS ✗\n(0.098–0.13 · frictions · offsets)", + "#a01515", + note="legacy generator regime (gap ≲ 0.09): propagates fine") + +# 3) stretched corner (search family): ONE natural-yaw corner blue slid +# toward the start (the agent-buildable corner style; cf. the oracle's +# -36 deg corner blue), no entry blues needed. +ax = axes[2] +syaw, td = 0.0, 1.0 +u = np.array([0.0, 1.0]) +d2_rot = -np.pi / 2 +s = np.array([0.0, 0.0]) +block(ax, *s, syaw, "#7fc97f") +c_yaw = syaw - td * 0.5 * np.pi / 2 # natural: faces halfway into the turn +c_dir = np.array([np.sin(c_yaw), np.cos(c_yaw)]) +c = s + 0.15 * u +block(ax, *c, c_yaw, "#7fb2d9", hl=True) +b1 = c + 0.08 * c_dir +block(ax, *b1, d2_rot, "#7fb2d9") +t = b1 + 0.11 * np.array([np.sin(d2_rot), np.cos(d2_rot)]) +block(ax, *t, d2_rot, "#c599c5") +ax.annotate("stretched entry\n(no blue needed)", (0.045, 0.075), fontsize=9, + color="#b3541e", ha="left") +ax.set_title("Search: stretched natural corner\n(slides corner toward start)", + fontsize=11) +ax.text(-0.09, -0.13, "can SAVE a block vs the even L\n→ K* must search layouts", + fontsize=10, color="#b3541e", ha="center") +ax.set_xlim(-0.36, 0.18) +ax.set_ylim(-0.23, 0.36) + +# 4) straight-line probe +ax = axes[3] +s = np.array([0.0, 0.0]) +t = np.array([-0.24, 0.24]) +d = (t - s) / np.linalg.norm(t - s) +line_yaw = float(np.arctan2(d[0], d[1])) +block(ax, *s, 0.0, "#7fc97f") +for i in (1, 2): + p = s + i * np.linalg.norm(t - s) / 3 * d + block(ax, *p, line_yaw, "#7fb2d9") +block(ax, *t, -np.pi / 2, "#c599c5") +ax.set_title("Search: straight-line probe\n(can the corner be cheated?)", + fontsize=11) +ax.text(-0.09, -0.13, "usually fails — exists so K*\naccounts for corner-cheats", + fontsize=10, color="#555", ha="center") +ax.set_xlim(-0.36, 0.18) +ax.set_ylim(-0.23, 0.36) + +for ax in axes: + ax.set_aspect("equal") + ax.axis("off") + +fig.tight_layout() +out = Path(__file__).parent / "turn_ab.png" +fig.savefig(out, dpi=140, bbox_inches="tight") +print("saved", out) diff --git a/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py b/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py new file mode 100644 index 000000000..dba7159a5 --- /dev/null +++ b/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py @@ -0,0 +1,129 @@ +"""Slide figure: the turn-K* candidate family (agent-buildable layouts). + +Renders the REAL candidates yielded by ``_candidate_turn_layouts`` for a +canonical turn geometry (k=3): the straight-line probe plus the five +natural-yaw corner configs (``_CORNER_CONFIGS``), and — for contrast — the +generator's mirrored 45-degree pair, which is deliberately EXCLUDED from +the search because no planner would propose it. Footprints are geometry- +exact (poses come from the search code itself); no simulation is run. +""" +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.patches import Circle, Rectangle +from matplotlib.transforms import Affine2D + +from predicators import utils +from predicators.envs import create_new_env +from predicators.envs.pybullet_domino.task_generators import \ + min_block_utils as mbu + +utils.reset_config({ + "env": "pybullet_domino", + "seed": 0, + "domino_use_domino_blocks_as_target": True, + "domino_true_friction": 0.1, +}) +env = create_new_env("pybullet_domino", do_cache=False, use_gui=False) +comp = env._domino_component # pylint: disable=protected-access +W, D = comp.domino_width, comp.domino_depth + +START = (0.55, 1.20, np.pi / 2) # travel +x +TARGET = (0.85, 1.42, 0.0) # one left turn away, faces +y + + +def block(ax, x, y, yaw, color, hl=False): + tr = (Affine2D().rotate(-yaw).translate(x, y) + ax.transData) + ax.add_patch( + Rectangle((-W / 2, -D / 2), W, D, facecolor=color, edgecolor="k", + lw=1.0, transform=tr, zorder=3)) + fx, fy = 0.03 * np.sin(yaw), 0.03 * np.cos(yaw) + ax.arrow(x, y, fx, fy, head_width=0.009, color=color, lw=1.0, zorder=4) + if hl: + ax.add_patch( + Circle((x, y), 0.045, fill=False, edgecolor="#d62728", lw=2.0, + linestyle="--", zorder=5)) + + +def draw_candidate(ax, od, title, tcolor="k", corner_yaw=None): + for obj, pose in od.items(): + x, y, yaw = pose["x"], pose["y"], pose["yaw"] + if obj.name == "domino_0": + block(ax, x, y, yaw, "#7fc97f") + elif obj.name == "domino_1": + block(ax, x, y, yaw, "#c599c5") + else: + hl = corner_yaw is not None and abs(yaw - corner_yaw) < 1e-6 + block(ax, x, y, yaw, "#7fb2d9", hl=hl) + ax.set_title(title, fontsize=10, color=tcolor) + ax.set_xlim(0.47, 0.95) + ax.set_ylim(1.10, 1.52) + ax.set_aspect("equal") + ax.axis("off") + + +cands = list(mbu._candidate_turn_layouts(comp, 3, START, TARGET)) +fig, axes = plt.subplots(2, 4, figsize=(14.5, 7.2)) +axes = axes.ravel() + +# Panel 0: straight-line probe (first candidate yielded). +draw_candidate(axes[0], cands[0][0], "straight-line probe\n(corner-cheat check)") + +# Panels 1-5: the natural-yaw corner configs (k1=0 candidates follow the +# straight probe in yield order; label with their (f, g1, g2)). +corner_cands = cands[1:1 + len(mbu._CORNER_CONFIGS)] +for i, ((od, _s, _t), cfg) in enumerate(zip(corner_cands, + mbu._CORNER_CONFIGS)): + f_yaw, g1, g2 = cfg + draw_candidate( + axes[1 + i], od, + f"natural corner\nyaw {int(f_yaw * 90)}° · in {g1:.2f} · out {g2:.2f}", + corner_yaw=np.pi / 2 - f_yaw * np.pi / 2) + +# Panel 6: the generator's mirrored pair — excluded from the search. +ax = axes[6] +sx, sy, syaw = START +u = np.array([1.0, 0.0]) +td = 1.0 +half_w = W / 2 +g = 0.10 +d1_dir = syaw - td * np.pi / 4 +d1_yaw = syaw + td * np.pi / 4 +d2_rot = syaw - td * np.pi / 2 +s_pt = np.array([sx, sy]) +d1 = s_pt + g * u + np.array( + [td * -half_w * np.cos(d1_dir), -td * -half_w * np.sin(d1_dir)]) +d2 = d1 + g * np.array([np.sin(d1_dir), np.cos(d1_dir)]) + np.array( + [td * -half_w * np.cos(d2_rot), -td * -half_w * np.sin(d2_rot)]) +block(ax, sx, sy, syaw, "#7fc97f") +block(ax, *d1, d1_yaw, "#cccccc", hl=True) +block(ax, *d2, syaw + td * np.pi / 2, "#cccccc") +block(ax, *TARGET[:2], TARGET[2], "#c599c5") +ax.set_title("generator's mirrored pair\nEXCLUDED — agents don't build this", + fontsize=10, color="#a01515") +ax.set_xlim(0.47, 0.95) +ax.set_ylim(1.10, 1.52) +ax.set_aspect("equal") +ax.axis("off") + +# Panel 7: legend / notes. +ax = axes[7] +ax.axis("off") +ax.text(0.02, 0.85, "k = 3 candidates for one canonical task (k1 = 0 shown)", fontsize=11, + weight="bold") +ax.text( + 0.02, 0.12, + "green = start (pushed) purple = target\nblue = movable blues; " + "dashed circle = corner blue\n\nhigher k adds entry blues\n" + "(per-gap ∈ {0.10, 0.13, 0.15} 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zyW|XtT6)XjwOiQai7X~<9>!AKjM(C!0qVYeCyqNgC(iw#r@f%g(u`0{NK>91#+<`+ z{LvZhs3J3Od{NQc`M-ss)n1Nir8Wz9u}9C4^KUH7D!On(3Nnq1gMc@U=$bska8sV# zE5>rumF;bRKUMr|L8lb~krZ8l&y6^4`lu#vLc6cP)qm9_$p3lFv^VGiugbRg_eDWc z-+!5yEHz*?=|Tg3cn=Qr|4ZG&pZ$$FgFPC){_b$h)z{xB ivuwKk_T3*pW_u;S;GOYFscf=PlwpHL4ouMaM*I`VAdboa literal 0 HcmV?d00001 diff --git a/docs/envs/domino_min_block_task_gen_slides.html b/docs/envs/domino_min_block_task_gen_slides.html new file mode 100644 index 000000000..0e9593cd6 --- /dev/null +++ b/docs/envs/domino_min_block_task_gen_slides.html @@ -0,0 +1,443 @@ + + + + +Reach-Limited Domino Tasks: Motivation & Method + + + + + + +
+ + +
+

Making Miscalibration Matter

+

Reach-limited minimum-block tasks for the domino domain

+

Motivation & method of the new task generator
+ (base-sim system-identification experiment line)

+ +
+ + +
+

Why change the domino tasks at all?

+
    +
  • Our agent learns world models: predicates + process rules + parameters
  • +
  • Boil: hidden heat dynamics → a real learning problem ✓
  • +
  • Domino: all dynamics live in the base PyBullet sim — + the learned residual is a no-op → nothing to learn
  • +
  • Natural fix: learn the base sim's physical parameters (system identification)
  • +
  • …but first: does a wrong parameter even hurt?
  • +
+ +
+ + +
+

Which parameter could we learn? (measured)

+ + + + + + +
parameterswepteffect on cascade reach gcrit
lateral friction0.1 → 1.00.11 → 0.16 m under the real push — dominant
mass0.02 → 0.5 (25×)none (flat)
restitution0 → 0.6none (flat)
+
    +
  • gcrit = largest inter-domino gap the cascade still crosses
  • +
  • Mass cancels in rigid toppling & equal-mass collisions → a null target
  • +
  • Friction is the system-identification target
  • +
+ +
+ + +
+

Miscalibration causes real execution failures

+ g_crit vs friction; success collapse +

A plan tuned to friction 0.5 (gap 0.16) topples 5/5 when real friction ≥ 0.5, + but 1/5 when real friction < 0.5. Failure is directional: over-estimating reach.

+ +
+ + +
+

…but the old tasks hide the gap

+
    +
  • Old generator lays the whole solution chain at fixed 0.098 m spacing
  • +
  • Reach bands under the real push:
  • +
+ + + + + +
gapoutcome
≤ 0.11 mtopples at every friction (robust band) ← old tasks live here
0.12 – 0.16 mfriction-sensitive band
≥ 0.17 mimpossible at any friction
+
    +
  • ⇒ any sim-valid plan also works in real, at any friction → sysID is moot
  • +
  • Agents get generous blocks → never operate near the reach limit
  • +
+ +
+ + +
+

Second gap: LLM planners don't minimize

+
    +
  • Classical planners prefer short plans; LLM planners have no such bias
  • +
  • A cautious LLM over-builds → accidentally tight gaps → succeeds with a wrong model
  • +
  • A soft “use few blocks” instruction has no teeth
  • +
  • A hard block budget can't force failure either — the baseline can just use all of them
  • +
  • ⇒ the reward itself must encode the true minimum
  • +
+ +
+ + +
+

The whole pipeline, in one slide

+
+
+ 1 · Sample geometry
+ green start → purple target.
+ Straight: span 0.13–0.30 m.
+ Turn (~40%): entry + exit legs, one 90° corner. +
+
+
+ 2 · Find true K*
+ simulate real pushes at true friction (µ=0.1).
+ Straight: evenly-spaced chain.
+ Turn: search corner layouts. +
+
+
+ 3 · Keep only tasks that separate the models
+ recompute believed K at planning friction (µ=0.5); keep only if the + wrong model under-counts.
+ most attempts die here — that's the point +
+
+
+ 4 · Attach reward, stage blues
+ success ⇔ topple ∧ ≤ K* blues used.
+ 4 blues staged (> K*), so over-building is possible — and punished. +
+
+
+ 5 · Cache
+ keyed by config + seed + code digest; auto-invalidates on any change. +
+
+
    +
  • Every kept task is a constructive proof: the K*-search's winning layout solves it, + and a planner with the wrong friction provably under-builds it
  • +
  • Drop reasons: direct push already solves it (K*<1) · needs every staged blue (no spare + for the over-build check) · both frictions agree (dead band)
  • +
+ +
+ + +
+

The minimum-block reward

+
success ⇔ Toppled(target) ∧ blocks_used ≤ K*
+ K* = true minimum #blues that topple the target — computed by simulation at the true friction
+ + + + + +
blues usedoutcome (verified in sim)
K* − 1chain dies short — no topple ✗
K*topples, within budget ✓ reward
K* + 1topples but over budget ✗
+
    +
  • Toppling needs ≥ K* ⇒ “≤ K*” ≡ “exactly K*” — two-sided
  • +
  • Hitting K* ⇔ having a calibrated reach model — that's the whole point
  • +
  • blocks_used = toppled movable blues in the final state (plan-free, state-based)
  • +
+ +
+ + + +
+

One task, two models

+ task anatomy +

The miscalibrated planner's 1-blue plan validates in its own sim — + and dies in the real one. Unrecoverable: the fallen green start is not movable, so no replan can restart the cascade.

+ +
+ + +
+

Computing K* honestly: simulate, don't count

+
    +
  • All verification drives the real robot Push (IK failures ⇒ candidate is a miss)
  • +
  • Straight tasks: even spacing is optimal on a line → try k = 0, 1, 2, …
  • +
  • Turn tasks (90°, dominoes only): the evenly-spaced L is not minimal — + sliding the turn pair toward the start (“stretched corner”) saves a block. + Our first K* was wrong; simulation caught it.
  • +
  • ⇒ K* = minimum over a layout search family of + agent-buildable layouts: +
      +
    • straight-line probe (can the corner be cheated?)
    • +
    • corner search: entry per-gap ∈ {0.10, 0.13, 0.15} + ONE natural-yaw + corner blue from sim-calibrated (yaw, in-gap, out-gap) configs
    • +
    • the generator's mirrored 45° pair is excluded — + no planner would propose it, so K* must not assume it
    • +
    +
  • +
  • Geometric pruning (gaps outside (0.03, 0.20) skipped) bounds the sims/task
  • +
+ +
+ + +
+

"Search corner layouts" — what K* actually tries

+
+
+
    +
  • Why search? Around a corner, evenly spaced is not + cheapest — sliding the corner along the entry leg + ("stretched corner") can save a whole + block. Counting an even L over-states K*.
  • +
  • Only agent-buildable layouts. The family contains what a + planner would actually propose; the generator's mirrored 45° + pair is excluded by principle.
  • +
  • For each k (ascending), try every candidate: +
      +
    • straight-line probe — k blues evenly spaced + start→target, ignoring the corner + (can the corner be cheated?)
    • +
    • natural-corner family — k1 entry blues (per-gap + g ∈ {0.10, 0.13, 0.15} slides the corner), ONE + corner blue facing 36–54° into the turn with sim-calibrated + in/out gaps, exit blues evenly spaced
    • +
    +
  • +
  • Every candidate = a full PyBullet rollout with a real + push — no geometry arithmetic. The corner configs were + calibrated from the oracle run's own −36° corner blue
  • +
  • First k with any toppling layout wins; + the winning layout is the task's proof of solvability
  • +
  • Searched K* is an upper bound (coarse family), but + it includes the strategies agents actually use · + gap pruning bounds the sims/task
  • +
+
+
+ geometry-exact corner layout candidates +

the k=2 candidate family for one task: + straight probe, the five natural-corner configs, and the excluded mirrored pair

+
+
+ +
+ + +
+

The 45°-block that looks wrong — and works

+ turn yaw A/B + search families +

A/B-verified: the natural-looking alignment (panel 2) never + propagates at min-block gaps (0.098–0.13, both frictions, ±W/2 offsets). At the legacy generator's + tighter gaps (≲0.09) it works fine — the claim is scoped to the near-reach-limit band. The mirrored yaw + (panel 1) is load-bearing there: the block is clipped and side-swept into the next one. + And that is exactly why the K* search excludes it — a corner that only works via an orientation + no planner would propose must not set the task's budget. Panels 3–4: why K* must search layouts.

+ +
+ + +
+

Not every task separates the models

+
    +
  • Dead band: spans where both frictions need the same count + (e.g. 0.17–0.23 m: one blue either way) → task can't distinguish calibrated from not
  • +
  • Per-task filter: recompute the believed K* at the planning friction; keep only forced failures
  • +
  • Direction-aware: +
      +
    • planning > true (over-reach): keep believed < true → forced under-build
    • +
    • planning < true (under-reach): keep true < believed ≤ staged → forced over-build
    • +
    +
  • +
  • Turns: only long entry legs differentiate (leg scan: 3-vs-2, 4-vs-3, 5-vs-4 cells)
  • +
+ +
+ + +
+

Sampled tasks: calibrated vs miscalibrated, side by side

+ sampled tasks with true vs believed solutions +

All five tasks of the live seed-0 test set. Middle: the K*-search's winning layout at the + true friction (sim-verified ✓). Right: what the µ=0.5 model builds — believed chain / + under-built entry leg — executed at true friction: dies short ✗ on every task.

+ +
+ + +
+

Engineering that mattered

+
    +
  • Friction roles: eval env = true friction; planning sims + (skip_process_dynamics=True) = planning friction; an oracle flag grants ground truth
  • +
  • Staging capacity: the staging grid fits ≤ 4 blues (gripper clearance) + → enforce K* ≤ 3 so a spare blue always exists (over-build stays penalized)
  • +
  • Task cache: keyed on (config flags, seed, source-code digest) — + 43 s → 0.01 s per reload; auto-invalidates on any code/config change; + all arms share identical tasks
  • +
  • Determinism: physics params are never altered for speed — K* is defined by eval physics
  • +
+ +
+ + +
+

The experiment matrix

+ + + + + + + + + + + +
armplanner's frictionexpectedestablishes
no-learning baseline
agent_base_sim_no_learning
0.5 (wrong)~0/5miscalibration ⇒ task failure (unrecoverable)
oracle: GT hybrid sim + params
agent_oracle_hybrid_sim_no_demo
0.1 (true)~5/5tasks solvable; LLM commits to exactly-K* plans
ours + friction sysID
(next build)
0.5 → learns → ~0.1fail → learn → succeedcalibration is learnable from interaction
+

Same pipeline family (agent_sim_learning) for oracle and ours — the contrast isolates what is learned.

+ +
+ + +
+

Status & discussion

+
    +
  • Built + verified in sim: two-sided reward, straight + 90°-turn generator, + searched K*, direction-aware filters, task cache, baseline & oracle configs
  • +
  • Next: the friction sysID fit — LM over interaction roll/z trajectories, + injected into the planning sim each online cycle
  • +
+

Open questions for this group

+
    +
  • Searched K* is an upper bound over the layout family — tight enough?
  • +
  • Reverse (over-build) condition: report as a second axis, or appendix?
  • +
  • Calibration numbers are single-seed — how many seeds for the paper?
  • +
+ +
+ +
+ + + + + From 5d3b05aa362d832d9a40fff8291add5a77b525f7 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 18:14:46 +0100 Subject: [PATCH 05/19] Refine domino task configuration: adjust friction parameters and remove obsolete comments for clarity --- scripts/configs/predicatorv3/envs/all.yaml | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/scripts/configs/predicatorv3/envs/all.yaml b/scripts/configs/predicatorv3/envs/all.yaml index b6921b683..f658f3eb7 100644 --- a/scripts/configs/predicatorv3/envs/all.yaml +++ b/scripts/configs/predicatorv3/envs/all.yaml @@ -55,20 +55,10 @@ ENVS: # FORWARD (over-reach) condition: planning friction above true, so an # uncalibrated planner over-estimates reach, UNDER-builds, and the # chain dies short of the target. Primary sysID-learning setting - # (failed cascades carry the most friction signal). domino_true_friction: 0.1 domino_planning_friction: 0.5 - # REVERSE (under-reach) condition: swap the two values below (and - # comment the pair above) to make the planner OVER-build — the target - # topples but blocks_used exceeds the K* cap. Exercises the reward's - # over-build side; weaker learning signal (cascades succeed). - # domino_true_friction: 0.5 - # domino_planning_friction: 0.1 domino_min_block_span_lo: 0.13 domino_min_block_span_hi: 0.30 - # 4 = the staging grid's empirical capacity (5+ blues cannot all be - # placed with gripper clearance). Tasks enforce K* <= 3 so at least one - # spare blue always exists and over-building stays penalized. domino_min_block_num_blues: 4 # coffee: # NAME: "pybullet_coffee" From a115429bbfa42c7f70ff9507ac8b12f8c95067f8 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 18:43:27 +0100 Subject: [PATCH 06/19] Min-block generation hot-spot fixes: memoized leg probes, certificate-first turn filtering, partial-cache flagging MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Generation took ~20 min per arm (vs ~2 min for the old straight-only generator): 29 of 33 failed turn attempts paid for the full corner layout search (dozens of robot Push rollouts each) before rejection, identical leg spans were re-probed on every attempt, and both arms regenerated in parallel after a cache-key miss. - Memoize straight_span_k_star per (1cm span bucket, budget, physics override), cleared once per generation run. - _make_turn_task: run the cheap memoized leg probes BEFORE the corner layout search — a feasibility bound (legs' straight-chain minima already exceed the staged budget) and the per-leg differentiation certificate now reject most attempts for free. - Cache format now records num_requested; a partial set (quota loop hit its attempt cap) warns loudly on every reload instead of silently shrinking the eval. - Exclude render-only flags (camera width/height, draw_debug) from the cache key so a resolution change no longer orphans a generation cache. --- .../task_generators/min_block_generation.py | 124 +++++++++++++----- .../task_generators/min_block_utils.py | 43 ++++-- 2 files changed, 124 insertions(+), 43 deletions(-) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index fb4054c44..94068d1dc 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -23,7 +23,8 @@ import numpy as np from predicators.envs.pybullet_domino.task_generators.min_block_utils import \ - compute_k_star, compute_turn_k_star, straight_span_k_star + clear_probe_memo, compute_k_star, compute_turn_k_star, \ + straight_span_k_star from predicators.settings import CFG from predicators.structs import EnvironmentTask, GroundAtom, Object, State @@ -76,6 +77,7 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", if cached is not None: return cached + clear_probe_memo() n_turn = int(round(num_tasks * CFG.domino_min_block_turn_ratio)) n_straight = num_tasks - n_turn turns: List[EnvironmentTask] = [] @@ -104,29 +106,40 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", "after %d attempts; widen the span/gap bands or raise " "domino_min_block_num_blues.", len(survivors), num_tasks, len(turns), len(straights), max_attempts) - _save_min_block_cache(cache_path, survivors) + _save_min_block_cache(cache_path, survivors, num_tasks) return survivors # ── Min-block task cache ───────────────────────────────────── +# Flags matched by the cache key's prefixes that only affect RENDERING — +# they cannot change generation physics or the tasks themselves, so they +# are excluded from the key (a camera-resolution change must not orphan +# a 20-minute generation cache). +_RENDER_ONLY_FLAGS = frozenset({ + "pybullet_camera_width", + "pybullet_camera_height", + "pybullet_draw_debug", +}) + def _min_block_cache_path(env: "PyBulletDominoComposedEnv", cache_tag: str, num_tasks: int) -> Optional[Path]: """Cache file for this (config, seed, code) combination, or None. The key hashes every ``domino_``/``pybullet_``/``skill_phase_`` - CFG flag, the seed and task counts, AND a digest of the domino - env + domino skill source code — so any change to the physics - config or the generation/skill code automatically invalidates - the cache. + CFG flag (except the render-only ones above), the seed and task + counts, AND a digest of the domino env + domino skill source code — + so any change to the physics config or the generation/skill code + automatically invalidates the cache. """ cache_dir = CFG.domino_min_block_task_cache_dir if not cache_dir or not cache_tag: return None cfg_items = {} for name in dir(CFG): - if name.startswith(("domino_", "pybullet_", "skill_phase_")): + if name.startswith(("domino_", "pybullet_", "skill_phase_")) \ + and name not in _RENDER_ONLY_FLAGS: value = getattr(CFG, name) if not callable(value): cfg_items[name] = value @@ -149,6 +162,11 @@ def _load_min_block_cache( if path is None or not path.exists(): return None raw = json.loads(path.read_text()) + if isinstance(raw, dict): + num_requested = raw["num_requested"] + entries = raw["tasks"] + else: # legacy format: bare task list, request size unknown + num_requested, entries = None, raw pred_map = {p.name: p for p in env.predicates} # Map names to the env's LIVE object instances: they carry the # PyBullet body ids that state I/O needs (fresh Object()s would @@ -158,7 +176,7 @@ def _load_min_block_cache( for obj in comp.get_objects(): live_objs[obj.name] = obj tasks: List[EnvironmentTask] = [] - for entry in raw: + for entry in entries: objs = {name: live_objs[name] for name, _tname in entry["objects"]} state = State({ objs[name]: np.array(vals, dtype=np.float64) @@ -178,17 +196,26 @@ def _load_min_block_cache( # Re-run the standard PyBullet conversion (joints, optional # rendering) instead of caching simulator state. tasks.extend(env._add_pybullet_state_to_tasks([plain])) + if num_requested is not None and len(tasks) < num_requested: + logging.warning( + "Min-block: cache %s holds a PARTIAL set (%d/%d tasks — the " + "generating run hit its attempt cap). Runs will evaluate on " + "the reduced set; delete the file to retry generation, or " + "widen the span/gap bands.", path, len(tasks), num_requested) logging.info("Min-block: loaded %d cached tasks from %s.", len(tasks), path) return tasks -def _save_min_block_cache(path: Optional[Path], - tasks: List[EnvironmentTask]) -> None: +def _save_min_block_cache(path: Optional[Path], tasks: List[EnvironmentTask], + num_requested: int) -> None: """Serialize finished tasks (init data, goal, K*) to the cache. The reward function itself isn't serializable; its K* budget is stored and the ``MinBlockReward`` is rebuilt on load. + ``num_requested`` is stored alongside so a partial set (the quota + loop hit its attempt cap) is flagged loudly on every reload instead + of silently shrinking the eval. """ # pylint: disable=import-outside-toplevel from predicators.envs.pybullet_domino.env import MinBlockReward @@ -210,7 +237,11 @@ def _save_min_block_cache(path: Optional[Path], reward.max_blocks if isinstance(reward, MinBlockReward) else None, }) path.parent.mkdir(parents=True, exist_ok=True) - path.write_text(json.dumps(payload)) + path.write_text( + json.dumps({ + "num_requested": num_requested, + "tasks": payload + })) logging.info("Min-block: cached %d tasks at %s.", len(tasks), path) @@ -344,16 +375,20 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", 1. Sample the geometry directly: start pose in the pushable band and a target one 90-degree turn away, at leg lengths drawn from the empirically differentiating region (long entry legs). - 2. K* = ``compute_turn_k_star`` at the true friction — the minimum + 2. Cheap pre-filters on memoized straight-leg probes: a feasibility + bound (the legs' own straight-chain minima already exceed the + staged budget) and the per-LEG differentiation certificate (see + inline comment) — full believed corner plans rarely validate at + the planning friction, so differentiation is certified on the + straight legs instead. These run BEFORE the layout search below, + which costs dozens of Push rollouts per attempt and dominated + generation time when it ran on every attempt. + 3. K* = ``compute_turn_k_star`` at the true friction — the minimum blues over a layout SEARCH of agent-buildable candidates (straight-line probes + natural-yaw corners), because around a corner an evenly-spaced chain is not minimal: sliding the corner toward the start can save a block. The winning layout doubles as the proof the task is solvable. - 3. Differentiation filter: per-LEG reach certificate (see inline - comment) — full believed corner plans rarely validate at the - planning friction, so differentiation is certified on the - straight legs instead. 4. Stage ``domino_min_block_num_blues`` blues (more than K*), so over-building is possible and penalized by the ``max_blocks`` cap. """ @@ -389,21 +424,30 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", start_pose = (sx, sy, syaw) target_pose = (float(t_pt[0]), float(t_pt[1]), tyaw) num_blues = min(CFG.domino_min_block_num_blues, len(comp.dominos) - 2) - k_true = compute_turn_k_star(env, - start_pose, - target_pose, - budget=num_blues) - if k_true is None or k_true < 1: - logging.warning("Dropping turn task (searched K*=%s).", k_true) + # Cheap memoized leg probes FIRST — the corner layout search below is + # by far the most expensive step (dozens of real Push rollouts per + # attempt), so attempts are pre-filtered on straight-leg reach alone. + legs = (entry_leg, exit_leg) + true_legs = [ + straight_span_k_star(env, leg, budget=num_blues) for leg in legs + ] + true_counts = [v for v in true_legs if v is not None] + if len(true_counts) < len(legs): + logging.warning( + "Dropping turn task (true-friction leg probe failed: legs=%s " + "-> %s).", legs, true_legs) return None - if k_true >= num_blues: - # No spare blue would remain: the over-build side of the reward - # would be vacuous (the staging grid caps the scene's blues). + if sum(true_counts) >= num_blues: + # Feasibility bound: a turn chain cannot beat its legs' own + # straight-chain minima (the stretched corner saves at most the + # corner blue itself), so K* >= sum(true legs) — which already + # leaves no spare blue. Skip the layout search outright. logging.warning( - "Dropping turn task (K*=%d == staged blues %d): no spare " - "blue for the over-build check.", k_true, num_blues) + "Dropping turn task (legs alone need %s blues >= staged " + "blues %d).", true_legs, num_blues) return None direction = _planning_mismatch_direction() + bel_legs: List[Optional[int]] = [] if direction is not None: # Relaxed per-LEG certificate. The strong "a cheaper believed # plan validates in the wrong sim" check is unusable for turns: @@ -415,10 +459,6 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", # many blues each friction needs for a straight chain of each # leg's length (real rollouts). The corner's own cost is the # same on both sides of the comparison and cancels. - legs = (entry_leg, exit_leg) - true_legs = [ - straight_span_k_star(env, leg, budget=num_blues) for leg in legs - ] env.set_domino_physical_params(friction=CFG.domino_planning_friction) try: bel_legs = [ @@ -427,12 +467,11 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", ] finally: env.set_domino_physical_params(friction=CFG.domino_true_friction) - true_counts = [v for v in true_legs if v is not None] bel_counts = [v for v in bel_legs if v is not None] - if len(true_counts) < len(legs) or len(bel_counts) < len(legs): + if len(bel_counts) < len(legs): logging.warning( - "Dropping turn task (leg probe failed: legs=%s true=%s " - "believed=%s).", legs, true_legs, bel_legs) + "Dropping turn task (planning-friction leg probe failed: " + "legs=%s true=%s believed=%s).", legs, true_legs, bel_legs) return None t_sum, b_sum = sum(true_counts), sum(bel_counts) differentiates = (b_sum < t_sum @@ -443,6 +482,21 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", "does not differentiate calibrated vs uncalibrated " "reach.", true_legs, bel_legs, direction) return None + k_true = compute_turn_k_star(env, + start_pose, + target_pose, + budget=num_blues) + if k_true is None or k_true < 1: + logging.warning("Dropping turn task (searched K*=%s).", k_true) + return None + if k_true >= num_blues: + # No spare blue would remain: the over-build side of the reward + # would be vacuous (the staging grid caps the scene's blues). + logging.warning( + "Dropping turn task (K*=%d == staged blues %d): no spare " + "blue for the over-build check.", k_true, num_blues) + return None + if direction is not None: logging.info( "Turn task differentiates (%s): true K*=%d, legs true=%s " "believed=%s.", direction, k_true, true_legs, bel_legs) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py index db087804d..d4b1a0049 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -16,7 +16,7 @@ # pylint: disable=protected-access from __future__ import annotations -from typing import Any, List, Optional +from typing import Any, Dict, List, Optional, Tuple import numpy as np @@ -56,6 +56,21 @@ _MAX_GAP = 0.20 # beyond any measured topple reach at any friction _MIN_GAP = 0.03 # bodies would spawn overlapping +# Memo for straight-span probes. Straight-chain reach is a step function +# of span, so results are reused across task attempts after bucketing the +# span to _SPAN_BUCKET — the turn tasks' per-leg certificate re-probes the +# same narrow leg bands on every attempt, and uncached this dominated +# generation time (each probe is a full robot Push rollout). Keyed on the +# component's live physical-param override so probes at the true and +# planning frictions never mix. Cleared once per generation run. +_SPAN_BUCKET = 0.01 +_span_probe_memo: Dict[Tuple[Any, ...], Optional[int]] = {} + + +def clear_probe_memo() -> None: + """Reset the span-probe memo (call at the start of a generation run).""" + _span_probe_memo.clear() + def _feat_index(domino_type: Any, feat: str) -> int: return list(domino_type.feature_names).index(feat) @@ -366,6 +381,9 @@ def straight_span_k_star(env: Any, leg needs" is measured by an actual rollout of a chain of that length — independent of any corner (whose cost is the same on both sides of the comparison and cancels). + + Results are memoized per (span bucket, budget, physics override); two + spans within _SPAN_BUCKET of each other share one probe. """ comp = env._domino_component if comp is None: @@ -373,25 +391,33 @@ def straight_span_k_star(env: Any, if budget is None: budget = CFG.domino_min_block_num_blues budget = min(budget, len(comp.dominos) - 2) + memo_key = (round(span / _SPAN_BUCKET), budget, + tuple(sorted(comp._physical_param_override.items()))) + if memo_key in _span_probe_memo: + return _span_probe_memo[memo_key] push_opt = _get_push_option(env) doms = comp.dominos sx, sy = _PROBE_ANCHOR syaw = np.pi / 2 # chain runs along +x + result: Optional[int] = None for k in range(budget + 1): gap = span / (k + 1) if not _MIN_GAP < gap < _MAX_GAP: continue od = { - doms[0]: comp.place_domino(0, sx, sy, syaw, is_start_block=True), - doms[1]: comp.place_domino(1, sx + span, sy, syaw, - is_target_block=True), + doms[0]: + comp.place_domino(0, sx, sy, syaw, is_start_block=True), + doms[1]: + comp.place_domino(1, sx + span, sy, syaw, is_target_block=True), } for i in range(k): od[doms[2 + i]] = comp.place_domino(2 + i, sx + (i + 1) * gap, sy, syaw) if _layout_topples(env, od, doms[0], doms[1], push_opt): - return k - return None + result = k + break + _span_probe_memo[memo_key] = result + return result def _on_table(comp: Any, pts: List[Any]) -> bool: @@ -484,8 +510,9 @@ def _base() -> dict: c_pt = s_pt + (k1 * g_entry + g1) * u_vec c_yaw = syaw - t_dir * f_yaw * np.pi / 2 c_dir = np.array([np.sin(c_yaw), np.cos(c_yaw)]) - od[dominos[slot]] = comp.place_domino( - slot, float(c_pt[0]), float(c_pt[1]), float(c_yaw)) + od[dominos[slot]] = comp.place_domino(slot, float(c_pt[0]), + float(c_pt[1]), + float(c_yaw)) pts.append((c_pt[0], c_pt[1])) slot += 1 if k2 == 0: From 7380807679a162c346018476c59441fd28eab65d Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 20:23:39 +0100 Subject: [PATCH 07/19] Heavy-block (immovable obstacle) domino task type behind domino_heavy_block_tasks Each task is a dogleg: a gray domino-shaped block with true mass 1000 kg (DominoComponent.heavy_block_true_mass) stands on the start's fall line, yawed ~30 degrees off it, posing as a ready-made bend link toward the target. Planning sims believe it has normal domino mass (new heavy_block_mass physical-param override, set at env init for skip-dynamics envs), so an uncalibrated planner runs its chain into the gray block and dies there; a mass-calibrated planner bends early with its own corner blue and cuts across. Generation (reusing the min-block quota loop / cache / MinBlockReward): - heavy_dogleg_k_star probe (all entry/exit splits, swept exit gaps, memoized at the canonical anchor); - certificate: believed dogleg exists, believed detour is no cheaper (both at planning physics), true dogleg dead, true detour K* within the staged blues (K* may equal them: differentiation is by topple failure, not the over-build cap); budget = detour K*; - shape (legs/bend from probe-sweep bands, lattice-snapped for memo reuse) certified once, placement retried across start poses; - compute_turn_k_star gains an extra-scene arg with spawn-overlap pruning so detour probes include the gray obstacle. Support changes: reset_state moves absent dominoes out of view by identity (heavy tasks use the last slot, breaking the old prefix assumption), gray blocks get true mass at every reset with the generic mass override shielded, staging exempts gray blocks, place_domino grows is_heavy_block. --- .../components/domino_component.py | 82 ++++- predicators/envs/pybullet_domino/env.py | 25 +- .../task_generators/domino_task_generator.py | 8 +- .../task_generators/min_block_generation.py | 279 +++++++++++++++++- .../task_generators/min_block_utils.py | 137 ++++++++- predicators/settings.py | 16 + 6 files changed, 521 insertions(+), 26 deletions(-) diff --git a/predicators/envs/pybullet_domino/components/domino_component.py b/predicators/envs/pybullet_domino/components/domino_component.py index 677e691ae..affd1d164 100644 --- a/predicators/envs/pybullet_domino/components/domino_component.py +++ b/predicators/envs/pybullet_domino/components/domino_component.py @@ -83,6 +83,13 @@ class DominoComponent(DominoEnvComponent): glued_domino_color: ClassVar[Tuple[float, float, float, float]] = (1.0, 0.0, 0.0, 1.0) glued_percentage: ClassVar[float] = 0.5 + # Heavy (immovable-obstacle) blocks: domino-shaped, gray. Their TRUE + # mass makes them untopple-able/unmovable; planning sims can believe a + # different (normal) mass via the ``heavy_block_mass`` physical-param + # override, which is what the heavy-block tasks exploit. + heavy_block_color: ClassVar[Tuple[float, float, float, + float]] = (0.35, 0.35, 0.35, 1.0) + heavy_block_true_mass: ClassVar[float] = 1000.0 # Target and pivot dimensions target_height: ClassVar[float] = 0.2 @@ -219,6 +226,10 @@ def __init__(self, # Constraint tracking for connected dominoes self.block_constraints: List[int] = [] self.fixed_domino_ids: List[int] = [] + # Bodies currently carrying heavy-block mass (gray blocks); like + # fixed_domino_ids, rebuilt on every reset and shielded from the + # generic ``mass`` override. + self.heavy_domino_ids: List[int] = [] # Optional per-instance override of PyBullet contact/inertial params # (mass, friction, restitution, ...). Empty by default, so the env @@ -373,7 +384,7 @@ def store_pybullet_bodies(self, pybullet_bodies: Dict[str, Any]) -> None: _PHYSICAL_PARAM_KEYS = frozenset({ "mass", "friction", "restitution", "rolling_friction", - "spinning_friction" + "spinning_friction", "heavy_block_mass" }) # Map override keys -> p.changeDynamics kwarg names. ``mass`` is handled @@ -389,8 +400,11 @@ def set_physical_params(self, **params: Optional[float]) -> None: """Override PyBullet contact/inertial params on the live domino bodies. Accepts any of ``mass``, ``friction``, ``restitution``, - ``rolling_friction``, ``spinning_friction`` (pass ``None`` to leave a - param at its current value). Applies ``p.changeDynamics`` to every + ``rolling_friction``, ``spinning_friction``, ``heavy_block_mass`` + (pass ``None`` to leave a param at its current value). + ``heavy_block_mass`` applies only to heavy (gray) blocks — it is a + planning sim's BELIEF about them (the true value is + ``heavy_block_true_mass``, asserted at every reset). Applies ``p.changeDynamics`` to every domino body in *this* component's physics client, so one env instance's physics can diverge from another's without disturbing the shared ClassVars. The override is stored and re-applied after every @@ -428,9 +442,18 @@ def _apply_physical_param_override(self) -> None: if domino.id is None: continue kwargs = dict(base_kwargs) - # Don't clobber the 1e10 glue sentinel on fixed dominoes. - if "mass" in override and domino.id not in self.fixed_domino_ids: + # Don't clobber the 1e10 glue sentinel on fixed dominoes, nor + # the heavy-block mass on gray blocks (which have their own + # override key below). + if "mass" in override and domino.id not in self.fixed_domino_ids \ + and domino.id not in self.heavy_domino_ids: kwargs["mass"] = override["mass"] + # ``heavy_block_mass`` overrides gray blocks only — a planning + # sim believing heavy blocks are ordinary dominoes sets this to + # the normal domino mass. + if "heavy_block_mass" in override \ + and domino.id in self.heavy_domino_ids: + kwargs["mass"] = override["heavy_block_mass"] if kwargs: p.changeDynamics(domino.id, -1, @@ -448,13 +471,14 @@ def reset_state(self, state: State) -> None: physicsClientId=self._physics_client_id) self.block_constraints = [] - # Restore normal dynamics to previously fixed dominoes - for domino_id in self.fixed_domino_ids: + # Restore normal dynamics to previously fixed/heavy dominoes + for domino_id in self.fixed_domino_ids + self.heavy_domino_ids: p.changeDynamics(domino_id, -1, mass=self.domino_mass, physicsClientId=self._physics_client_id) self.fixed_domino_ids = [] + self.heavy_domino_ids = [] # Update domino colors to match state for domino in domino_objs: @@ -466,12 +490,17 @@ def reset_state(self, state: State) -> None: color=(r, g, b, 1.0), physics_client_id=self._physics_client_id) - # Move unused dominoes out of view + # Move dominoes absent from the state out of view (by identity, + # not prefix count: heavy-block tasks use the LAST domino slot + # for the gray block, so the used set need not be a prefix). + used_dominos = set(domino_objs) oov_x, oov_y = self.out_of_view_xy - for i in range(len(domino_objs), len(self.dominos)): + for domino in self.dominos: + if domino in used_dominos: + continue oov_x += 0.1 oov_y += 0.1 - update_object(self.dominos[i].id, + update_object(domino.id, position=(oov_x, oov_y, self.domino_height / 2), physics_client_id=self._physics_client_id) @@ -509,6 +538,17 @@ def reset_state(self, state: State) -> None: physicsClientId=self._physics_client_id) self.fixed_domino_ids.append(domino.id) + # Handle heavy (gray) blocks: true physics makes them untopple-able. + # The believed mass, if any, is re-asserted by the override below. + for domino in domino_objs: + if domino.id is not None and self._HeavyBlock_holds( + state, [domino]): + p.changeDynamics(domino.id, + -1, + mass=self.heavy_block_true_mass, + physicsClientId=self._physics_client_id) + self.heavy_domino_ids.append(domino.id) + # Re-assert any standing physical-param override: reset just rewrote # mass on the (un)glued dominoes above, so the override (if any) must # be re-applied to keep this instance's physics diverged. @@ -571,6 +611,23 @@ def _MovableBlock_holds(cls, state: State, and abs(state.get(domino, "g") - cls.domino_color[1]) < eps and abs(state.get(domino, "b") - cls.domino_color[2]) < eps) + @classmethod + def _HeavyBlock_holds(cls, state: State, + objects: Sequence[Object]) -> bool: + """Check if domino is a heavy (immovable, gray) block.""" + domino, = objects + return cls.is_heavy_color(state.get(domino, + "r"), state.get(domino, "g"), + state.get(domino, "b")) + + @classmethod + def is_heavy_color(cls, r: float, g: float, b: float) -> bool: + """Whether an (r, g, b) triple is the heavy-block gray.""" + eps = 1e-3 + return (abs(r - cls.heavy_block_color[0]) < eps + and abs(g - cls.heavy_block_color[1]) < eps + and abs(b - cls.heavy_block_color[2]) < eps) + @classmethod def _TargetDomino_holds(cls, state: State, objects: Sequence[Object]) -> bool: @@ -715,10 +772,13 @@ def place_domino(self, rot: float, is_start_block: bool = False, is_target_block: bool = False, + is_heavy_block: bool = False, rng: Optional[np.random.Generator] = None, task_idx: Optional[int] = None) -> Dict: """Create a dictionary with placement parameters for a domino.""" - if is_start_block: + if is_heavy_block: + color = self.heavy_block_color + elif is_start_block: color = self.start_domino_color elif is_target_block: should_be_glued = False diff --git a/predicators/envs/pybullet_domino/env.py b/predicators/envs/pybullet_domino/env.py index c569d6b1f..753528ae0 100644 --- a/predicators/envs/pybullet_domino/env.py +++ b/predicators/envs/pybullet_domino/env.py @@ -187,6 +187,15 @@ def __init__(self, if self._domino_component is not None and abs( friction - self._domino_component.domino_friction) > 1e-9: self.set_domino_physical_params(friction=friction) + # Heavy-block tasks: planning sims BELIEVE the heavy gray blocks + # are ordinary dominoes (normal mass), so their rollouts propagate + # a chain straight through one. The eval env (and the oracle- + # params planner) keeps the true heavy mass, asserted at reset. + if CFG.domino_heavy_block_tasks \ + and self._domino_component is not None \ + and self._skip_domain_specific_dynamics \ + and not CFG.agent_sim_learn_oracle_sim_params: + self.set_domino_physical_params(heavy_block_mass=self.domino_mass) def _create_robot_predicates(self) -> None: """Create robot-specific predicates.""" @@ -415,9 +424,12 @@ def _make_domino_component( max(CFG.domino_test_num_targets)) max_pivots = max(max(CFG.domino_train_num_pivots), max(CFG.domino_test_num_pivots)) - if CFG.domino_min_block_tasks: - # Need slots for the start + target + all staged blues. - max_dominos = max(max_dominos, CFG.domino_min_block_num_blues + 2) + if CFG.domino_min_block_tasks or CFG.domino_heavy_block_tasks: + # Need slots for the start + target + all staged blues, plus + # one more for the heavy gray obstacle in heavy-block mode. + extra = 3 if CFG.domino_heavy_block_tasks else 2 + max_dominos = max(max_dominos, + CFG.domino_min_block_num_blues + extra) return DominoComponent(num_dominos_max=max_dominos, num_targets_max=max_targets, num_pivots_max=max_pivots, @@ -497,12 +509,13 @@ def _generate_batch(n: int) -> List[EnvironmentTask]: domino_in_upper_half=domino_in_upper_half) # Non-min-block mode: single generation pass, unchanged behaviour. - if not CFG.domino_min_block_tasks: + if not (CFG.domino_min_block_tasks or CFG.domino_heavy_block_tasks): return self._add_pybullet_state_to_tasks( _generate_batch(num_tasks)) - # Min-block / system-ID mode: the whole pipeline (quota loop, K* - # searches, differentiation filters, disk cache) lives in + # Min-block / system-ID mode (incl. the heavy-block task type): + # the whole pipeline (quota loop, K* searches, differentiation + # filters, disk cache) lives in # task_generators.min_block_generation. Imported lazily: that # module constructs MinBlockReward from this one. # pylint: disable-next=import-outside-toplevel,line-too-long diff --git a/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py b/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py index 081bf8226..eecbf7c1d 100644 --- a/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py +++ b/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py @@ -780,7 +780,13 @@ def _move_intermediate_objects_to_unfinished_state( data.get("b", 0.0) - self.domino.glued_domino_color[2]) < eps)) - if not is_start and not is_target: + # Heavy (gray) blocks are scenery, not workpieces: they stay + # where the task placed them (and count as occupied below). + is_heavy = self.domino.is_heavy_color(data.get("r", 0.0), + data.get("g", 0.0), + data.get("b", 0.0)) + + if not is_start and not is_target and not is_heavy: intermediate_objects.append((domino, "domino")) for pivot in self.domino.pivots: diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index 94068d1dc..20f80bb10 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -23,8 +23,8 @@ import numpy as np from predicators.envs.pybullet_domino.task_generators.min_block_utils import \ - clear_probe_memo, compute_k_star, compute_turn_k_star, \ - straight_span_k_star + _PROBE_ANCHOR, clear_probe_memo, compute_k_star, compute_turn_k_star, \ + heavy_dogleg_k_star, straight_span_k_star from predicators.settings import CFG from predicators.structs import EnvironmentTask, GroundAtom, Object, State @@ -71,6 +71,11 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", can't be pushed / don't topple, so the quota loop keeps going until enough of each survive (or the attempt cap is hit). ``rng`` is stateful, so each attempt yields fresh tasks. + + In heavy-block mode (``domino_heavy_block_tasks``) every task instead + comes from ``_make_heavy_block_task`` (an immovable gray block posing + as a ready-made bend link on the start's fall line); the quota loop, + cache, and reward machinery are shared. """ cache_path = _min_block_cache_path(env, cache_tag, num_tasks) cached = _load_min_block_cache(env, cache_path) @@ -78,8 +83,16 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", return cached clear_probe_memo() - n_turn = int(round(num_tasks * CFG.domino_min_block_turn_ratio)) - n_straight = num_tasks - n_turn + turn_maker: Callable[[ + "PyBulletDominoComposedEnv", "DominoTaskGenerator", np.random.Generator + ], Optional[EnvironmentTask]] + if CFG.domino_heavy_block_tasks: + n_turn, n_straight = num_tasks, 0 + turn_maker = _make_heavy_block_task + else: + n_turn = int(round(num_tasks * CFG.domino_min_block_turn_ratio)) + n_straight = num_tasks - n_turn + turn_maker = _make_turn_task turns: List[EnvironmentTask] = [] straights: List[EnvironmentTask] = [] # The differentiating span/leg windows are narrow relative to the @@ -90,7 +103,7 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", if len(turns) >= n_turn and len(straights) >= n_straight: break if len(turns) < n_turn: - turn_task = _make_turn_task(env, generator, rng) + turn_task = turn_maker(env, generator, rng) if turn_task is not None: turns.extend( env._add_pybullet_state_to_tasks( # pylint: disable=protected-access @@ -547,3 +560,259 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", goal_atoms, goal_nl=goal_nl, reward_fn=MinBlockReward(env, goal_atoms, k_true)) + + +# ── Heavy-block (immovable obstacle) tasks ─────────────────── + + +def _with_believed_physics( + env: "PyBulletDominoComposedEnv", + probe: Callable[[], Optional[int]]) -> Optional[int]: + """Run ``probe`` under the planner's believed physics. + + Switches the env to the believed physics — the heavy gray block at + NORMAL domino mass (an ordinary chain link) plus + ``domino_planning_friction`` when configured — runs the probe, then + restores the true physics. + """ + comp = env._domino_component # pylint: disable=protected-access + assert comp is not None + believed: Dict[str, float] = {"heavy_block_mass": comp.domino_mass} + if CFG.domino_planning_friction is not None: + believed["friction"] = CFG.domino_planning_friction + env.set_domino_physical_params(**believed) + try: + return probe() + finally: + env.set_domino_physical_params( + friction=CFG.domino_true_friction, + heavy_block_mass=comp.heavy_block_true_mass) + + +def _make_heavy_block_task( + env: "PyBulletDominoComposedEnv", gen: "DominoTaskGenerator", + rng: np.random.Generator) -> Optional[EnvironmentTask]: + """Build one heavy-block (immovable obstacle) task, or None. + + Geometry (a dogleg, calibrated by the 2026-07-03 probe sweeps): the + heavy GRAY block stands directly on the start's fall line, a leg + ``m`` away, yawed ~30 degrees off it — visually a ready-made bend + link. The target sits a leg ``n`` beyond the gray along the gray's + facing. Shallow (~30 degree) bends propagate at BOTH experiment + frictions, while full 90-degree corners die at the planning friction + — which is exactly why this shape works: the believed physics + (normal gray mass, see the env init / ``heavy_block_mass`` override) + lets a planner run its chain straight into the gray and bend there + for free; at the true mass the chain dies against the gray, and the + only real solution is to bend EARLY with an own corner blue and cut + across to the target. + + Differentiation certificate (all simulated, cheapest first; the + lure probes run at the canonical anchor so they memoize): + + 1. believed dogleg exists: some k_bel blues topple the target at the + PLANNING physics (normal gray mass + planning friction); + 2. true dogleg is dead: the same family finds NO k at the true + physics (the chain dies at the gray — structurally guaranteed, + probed as a sanity check); + 3. the dogleg is the believed-BEST plan: in the believed physics the + detour costs at least as much (usually it doesn't propagate at + all — corners barely work at the planning friction), so a + block-minimizing planner commits to the doomed dogleg. The + comparison is entirely within the believed physics: how the true + detour cost relates to k_bel is irrelevant to the lure; + 4. true detour exists: K* = ``compute_turn_k_star`` with the gray + block in every candidate scene, 1 <= K* <= staged blues. Unlike + the turn tasks, K* may EQUAL the staged blues: heavy tasks + differentiate on topple failure, not on the over-build cap, so no + spare blue is required. + + Budget = K*: the calibrated (mass-aware) planner's detour is exactly + within budget, while the believing planner never topples the target. + """ + # pylint: disable=import-outside-toplevel,protected-access + from predicators.envs.pybullet_domino.env import MinBlockReward + from predicators.utils import create_state_from_dict + comp = env._domino_component + if comp is None: + return None + # Sample the dogleg SHAPE: legs (m, n) and a shallow bend. The bands + # come from the probe sweep — bends past ~35 degrees stop propagating + # at the planning friction (no lure), and SHORT legs let the true + # detour (which cuts across the dogleg's elbow) cost the same as the + # believed dogleg (no differentiation): only long exit legs make the + # cut pay an extra blue. Samples snap to the probe-memo lattice + # (1 cm legs, 2-degree bends) so repeated shapes reuse their probes. + # The shape is certified once at the canonical anchor (pose-invariant + # physics); its PLACEMENT on the table is retried below. + m_leg = round(float(rng.uniform(0.20, 0.24)), 2) + n_leg = round(float(rng.uniform(0.23, 0.27)), 2) + bend = float(np.radians(rng.choice([26, 28, 30]))) + side = float(rng.choice([-1.0, 1.0])) + num_blues = min(CFG.domino_min_block_num_blues, len(comp.dominos) - 3) + # Canonical-anchor copies of the geometry for the memoized lure + # probes (pose-invariant physics, known-pushable start). + ax, ay = _PROBE_ANCHOR + c_syaw = np.pi / 2 + c_hyaw = c_syaw - side * bend + a_pt = np.array([ax, ay]) + ch_pt = a_pt + m_leg * np.array([1.0, 0.0]) + ct_pt = ch_pt + n_leg * np.array([np.sin(c_hyaw), np.cos(c_hyaw)]) + c_start = (ax, ay, c_syaw) + c_heavy = (float(ch_pt[0]), float(ch_pt[1]), float(c_hyaw)) + c_target = (float(ct_pt[0]), float(ct_pt[1]), float(c_hyaw)) + # 1) The believed dogleg must exist (otherwise nothing lures the + # miscalibrated planner onto the gray block). + k_bel = _with_believed_physics( + env, lambda: heavy_dogleg_k_star(env, c_start, c_target, c_heavy, + num_blues)) + if k_bel is None: + logging.warning( + "Dropping heavy-block task (no believed dogleg within %d " + "blues).", num_blues) + return None + # 2) The true dogleg must be dead (chain dies at the gray). + k_dead = heavy_dogleg_k_star(env, c_start, c_target, c_heavy, num_blues) + if k_dead is not None: + logging.warning( + "Dropping heavy-block task (true dogleg still topples with " + "k=%d: gray block not blocking).", k_dead) + return None + # 3) The dogleg must be the believed-BEST plan: probe what the + # detour would cost in the BELIEVED physics (corners barely + # propagate at the planning friction, so this is usually None). A + # believed detour cheaper than the believed dogleg would divert the + # planner off the lure. + c_gray_scene = { + comp.dominos[-1]: + comp.place_domino(0, + c_heavy[0], + c_heavy[1], + c_heavy[2], + is_heavy_block=True) + } + k_bel_detour = _with_believed_physics( + env, lambda: compute_turn_k_star( + env, c_start, c_target, budget=num_blues, extra=c_gray_scene)) + if k_bel_detour is not None and k_bel_detour < k_bel: + logging.warning( + "Dropping heavy-block task (believed detour k=%d beats " + "believed dogleg k=%d): dogleg is no lure.", k_bel_detour, k_bel) + return None + # Place the certified shape on the table. Placement can fail for + # pose-local reasons — bounds, push reachability, staging-grid + # congestion around the gray block (the grid is a single row, and a + # fall line running along x parks all three fixed bodies on it) — + # so it is retried with fresh start poses while the shape + # certificate above is reused. + heavy_obj = comp.dominos[-1] + start = comp.dominos[0] + target = comp.dominos[1] + staged = None + k_true: Optional[int] = None + extent = m_leg + n_leg * float(np.cos(bend)) + for _ in range(12): + # The ~0.45 m dogleg only fits along the table's long (x) axis + # (the y placement band is ~0.19 m), so the start faces +/-x and + # sx is sampled to leave room for the whole shape. + syaw = float(rng.choice([np.pi / 2, -np.pi / 2])) + if syaw > 0: # falls toward +x + sx = float(rng.uniform(comp.domino_x_lb, env.x_ub - extent - 0.03)) + else: + sx = float(rng.uniform(env.x_lb + extent + 0.03, comp.domino_x_ub)) + sy = float(rng.uniform(comp.domino_y_lb, comp.domino_y_ub)) + hyaw = float(syaw - side * bend) + u_vec = np.array([np.sin(syaw), np.cos(syaw)]) + d_vec = np.array([np.sin(hyaw), np.cos(hyaw)]) + s_pt = np.array([sx, sy]) + h_pt = s_pt + m_leg * u_vec + t_pt = h_pt + n_leg * d_vec + if not all(env.x_lb < pt[0] < env.x_ub and env.y_lb < pt[1] < env.y_ub + for pt in (h_pt, t_pt)): + continue + start_pose = (sx, sy, syaw) + heavy_pose = (float(h_pt[0]), float(h_pt[1]), hyaw) + # The target faces the gray's fall direction (the believed + # arrival); the true detour arrives within ~15 degrees of it, + # which topples the target just as well. + target_pose = (float(t_pt[0]), float(t_pt[1]), hyaw) + gray_scene = { + heavy_obj: + comp.place_domino(0, + heavy_pose[0], + heavy_pose[1], + heavy_pose[2], + is_heavy_block=True) + } + # 4) The detour around the gray block must exist within the + # staged blues at THIS pose (this doubles as the push- + # reachability check for the sampled start). Unlike the turn + # tasks, K* may EQUAL the staged blues: heavy tasks + # differentiate on topple failure, not on the over-build cap, + # so no spare blue is required. + k_true = compute_turn_k_star(env, + start_pose, + target_pose, + budget=num_blues, + extra=gray_scene) + if k_true is None or k_true < 1: + continue + scene: Dict[Object, Dict[str, Any]] = { + start: + comp.place_domino(0, + start_pose[0], + start_pose[1], + start_pose[2], + is_start_block=True), + target: + comp.place_domino(1, + target_pose[0], + target_pose[1], + target_pose[2], + is_target_block=True), + } + scene.update(gray_scene) + blues = [ + d for d in comp.dominos if d not in (start, target, heavy_obj) + ] + for blue in blues[:num_blues]: + # Initial position is irrelevant — the staging pass + # re-places every movable (blue) block on the staging grid + # (the gray block is exempt and stays on the fall line). + scene[blue] = comp.place_domino(0, start_pose[0], start_pose[1], + 0.0) + staged = gen._move_intermediate_objects_to_unfinished_state(scene) + if staged is not None: + break + if staged is None: + logging.warning( + "Dropping heavy-block task (no placement found for shape " + "m=%.2f bend=%.0fdeg n=%.2f).", m_leg, np.degrees(bend), n_leg) + return None + assert k_true is not None + logging.info( + "Heavy-block task differentiates: believed dogleg k=%d (believed " + "detour %s), true dogleg dead, detour K*=%d.", k_bel, k_bel_detour, + k_true) + robot_init = { + "x": env.robot_init_x, + "y": env.robot_init_y, + "z": env.robot_init_z, + "fingers": env.open_fingers, + "roll": env.robot_init_roll, + "tilt": env.robot_init_tilt, + "wrist": env.robot_init_wrist, + } + init_dict: Dict[Object, Dict[str, Any]] = {env._robot: robot_init} + init_dict.update(staged) + init_state = create_state_from_dict(init_dict) + goal_atoms = {GroundAtom(comp.Toppled, [target])} + goal_nl = ( + "Move the blue dominoes so that when the green domino is pushed, " + "the purple domino is toppled -- using AS FEW blue dominoes as " + "possible. Only the blue dominoes may be moved. Do NOT directly " + "push or topple the purple domino yourself.") + return EnvironmentTask(init_state, + goal_atoms, + goal_nl=goal_nl, + reward_fn=MinBlockReward(env, goal_atoms, k_true)) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py index d4b1a0049..5b52843d8 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -68,8 +68,9 @@ def clear_probe_memo() -> None: - """Reset the span-probe memo (call at the start of a generation run).""" + """Reset the probe memos (call at the start of a generation run).""" _span_probe_memo.clear() + _dogleg_probe_memo.clear() def _feat_index(domino_type: Any, feat: str) -> int: @@ -541,10 +542,122 @@ def _base() -> dict: yield od, start, target +# First-exit-blue gaps swept by the dogleg probe (distance from the gray +# bend link to the first exit blue along the gray's fall line) — mirrors +# the corner family's calibrated approach/exit gap treatment. +_DOGLEG_EXIT_GAPS = (0.06, 0.08, 0.10) + +# Memo for dogleg probes, mirroring the straight-span memo above. Valid +# because callers probe at the canonical anchor (translation/rotation +# invariant physics, known-pushable start); keyed on the RELATIVE +# geometry plus the live physics override. +_dogleg_probe_memo: Dict[Tuple[Any, ...], Optional[int]] = {} + + +def heavy_dogleg_k_star(env: Any, start_pose: Any, target_pose: Any, + heavy_pose: Any, budget: int) -> Optional[int]: + """Minimum blues whose dogleg chain THROUGH the heavy (gray) block + topples the target at the env's CURRENT physics, or None. + + The gray block stands on the start's fall line and acts as a free + bend link: k1 blues run evenly from the start to the gray, the chain + bends at the gray, and k2 = k - k1 blues run from just past the gray + (first exit gap swept over ``_DOGLEG_EXIT_GAPS``, the rest evenly to + the target). ALL splits are tried, so the result is the best cost a + planner could commit to within this natural family. Probed at + whatever friction / ``heavy_block_mass`` the env currently has, so + callers flip between the believed physics (normal mass — the chain + runs through) and the true physics (untopple-able — the chain dies + at the gray). + + Callers should pass canonical-anchor poses (see ``_PROBE_ANCHOR``): + results are memoized on the relative geometry, which is only sound + where the push is known to be executable. + """ + comp = env._domino_component + if comp is None: + return None + doms = comp.dominos + budget = min(budget, len(doms) - 3) # gray takes the last slot + heavy = doms[-1] + sx, sy, syaw = (float(v) for v in start_pose) + tx, ty, tyaw = (float(v) for v in target_pose) + hx, hy, hyaw = (float(v) for v in heavy_pose) + s_pt, t_pt, h_pt = (np.array([sx, sy]), np.array([tx, + ty]), np.array([hx, hy])) + len1 = float(np.linalg.norm(h_pt - s_pt)) + len2 = float(np.linalg.norm(t_pt - h_pt)) + if min(len1, len2) <= 0: + return None + d1_vec = (h_pt - s_pt) / len1 + yaw1 = float(np.arctan2(d1_vec[0], d1_vec[1])) + h_dir = np.array([np.sin(hyaw), np.cos(hyaw)]) + bend = float((hyaw - syaw + np.pi) % (2 * np.pi) - np.pi) + memo_key = (round(len1 / _SPAN_BUCKET), round(len2 / _SPAN_BUCKET), + round(bend, 2), budget, + tuple(sorted(comp._physical_param_override.items()))) + if memo_key in _dogleg_probe_memo: + return _dogleg_probe_memo[memo_key] + push_opt = _get_push_option(env) + result: Optional[int] = None + for k in range(budget + 1): + for k1 in range(k + 1): + k2 = k - k1 + gap1 = len1 / (k1 + 1) + if not _MIN_GAP < gap1 < _MAX_GAP: + continue + exit_gaps: Tuple[Optional[float], ...] = \ + _DOGLEG_EXIT_GAPS if k2 > 0 else (None,) + for g2 in exit_gaps: + od = { + doms[0]: + comp.place_domino(0, sx, sy, syaw, is_start_block=True), + doms[1]: + comp.place_domino(1, tx, ty, tyaw, is_target_block=True), + heavy: + comp.place_domino(0, hx, hy, hyaw, is_heavy_block=True), + } + slot = 2 + for i in range(k1): + p_pt = s_pt + (i + 1) * gap1 * d1_vec + od[doms[slot]] = comp.place_domino(slot, float(p_pt[0]), + float(p_pt[1]), yaw1) + slot += 1 + if k2 == 0: + # The gray itself must reach the target. + if not _MIN_GAP < len2 < _MAX_GAP: + continue + else: + assert g2 is not None + b1_pt = h_pt + g2 * h_dir + e_vec = t_pt - b1_pt + e_len = float(np.linalg.norm(e_vec)) + per = e_len / k2 + if not _MIN_GAP < per < _MAX_GAP: + continue + e_dir = e_vec / e_len + e_yaw = float(np.arctan2(e_dir[0], e_dir[1])) + for j in range(k2): + p_pt = b1_pt + j * per * e_dir + od[doms[slot]] = comp.place_domino( + slot, float(p_pt[0]), float(p_pt[1]), e_yaw) + slot += 1 + if _layout_topples(env, od, doms[0], doms[1], push_opt): + result = k + break + if result is not None: + break + if result is not None: + break + _dogleg_probe_memo[memo_key] = result + return result + + def compute_turn_k_star(env: Any, start_pose: Any, target_pose: Any, - budget: Optional[int] = None) -> Optional[int]: + budget: Optional[int] = None, + extra: Optional[dict] = None) -> Optional[int]: """Minimum blues that topple a cornered target, by layout search. For each k (ascending), simulates every candidate in @@ -562,19 +675,37 @@ def compute_turn_k_star(env: Any, ``start_pose`` = (x, y, yaw) of the green start block, ``target_pose`` = (x, y, yaw) of the purple target. ``budget`` caps k (default ``CFG.domino_min_block_num_blues``). + + ``extra`` optionally maps additional dominoes (e.g. a heavy gray + obstacle, using slots ABOVE the blues') to their pose dicts; they are + merged into every candidate scene, and candidates that would spawn a + blue overlapping an extra body are pruned without simulation + (PyBullet resolves spawn penetration explosively, which would fake a + topple). """ comp = env._domino_component if comp is None: return None if budget is None: budget = CFG.domino_min_block_num_blues - budget = min(budget, len(comp.dominos) - 2) + n_extra = len(extra) if extra else 0 + budget = min(budget, len(comp.dominos) - 2 - n_extra) if budget < 0: return None + extra_pts = [(d["x"], d["y"]) for d in extra.values()] if extra else [] + clearance = comp.domino_width push_opt = _get_push_option(env) for k in range(budget + 1): for od, start, target in _candidate_turn_layouts( comp, k, start_pose, target_pose): + if extra: + blue_pts = [(d["x"], d["y"]) for dom, d in od.items() + if dom not in (start, target)] + if any( + np.hypot(bx - ex, by - ey) < clearance + for bx, by in blue_pts for ex, ey in extra_pts): + continue + od.update(extra) if _layout_topples(env, od, start, target, push_opt): return k return None diff --git a/predicators/settings.py b/predicators/settings.py index dab82c57c..56599a4bc 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -512,6 +512,22 @@ class GlobalSettings: # K* = the verified reach-limited blue count of the L-chain. 0.0 = all # straight (original min-block behaviour). domino_min_block_turn_ratio = 0.5 + # Heavy-block (immovable obstacle) task type — the single switch for the + # variant. Each task is a dogleg: a HEAVY gray domino-shaped block + # stands directly on the start's fall line, yawed ~30 degrees off it — + # visually a ready-made bend link toward the target beyond it. Its true + # mass (DominoComponent.heavy_block_true_mass) makes it untopple-able + # and unmovable, but planning sims believe it has normal domino mass + # (env init sets the ``heavy_block_mass`` override), so an uncalibrated + # planner runs its chain straight into the gray block and bends there + # for free — the believed-cheapest plan — and the chain dies against + # it; a mass-calibrated planner bends EARLY with its own corner blue + # and cuts across to the target. Reuses the min-block machinery + # (MinBlockReward with budget = detour K*, quota loop, disk cache, + # domino_min_block_num_blues); when set, it replaces the straight/turn + # task mix entirely, and domino_min_block_tasks does not also need to + # be set. + domino_heavy_block_tasks = False # burger env parameters burger_render_set_of_marks = True From 8638544c7424b602689ebacdb3c370678f0f74c8 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Fri, 3 Jul 2026 21:40:27 +0100 Subject: [PATCH 08/19] Heavy-block tasks: natural-alignment variants (straight swerve + gray-at-corner turn) Replaces the dogleg geometry with two variants that keep natural alignments, mixed per domino_min_block_turn_ratio: - straight: start -> gray -> target collinear and co-facing; the believed (normal-gray-mass) plan chains straight through the gray as a free link; the true solution is a half-circle swerve around it (new swerve layout family in min_block_utils: heading profile phi*sin(2*pi*t), aligned at both ends, knocks within the measured ~33-degree propagation tolerance at phi 25-40 degrees); - turn: find the believed-cheapest L corner layout at the family minimum (all candidates of the cheapest toppling k are scanned, not just the first), and stand the gray exactly at that natural corner pose. The lure (gray as free corner) is structurally one blue cheaper than every own-corner alternative; the true solution skips around via the existing corner search with the gray as obstacle. Both certify per task: believed lure exists, lure dead at the true physics, true swerve/detour K* within the staged blues; budget = K*. Lure probes and corner blueprints memoize at the canonical anchor; placement retries reuse the certificate. The turn-variant lure needs believed friction == true friction (corners never propagate at 0.5), so the domino_heavy launch config drops domino_planning_friction: this env isolates the MASS dimension. Also: launch config block (envs/all.yaml domino_heavy + agents.yaml override; min-block block kept with SKIP), heavy task-examples slide + figure script in the deck, slide text updated. --- .../assets/domino_min_block/build_deck.py | 55 +- .../make_heavy_task_examples_fig.py | 315 ++++++++++ .../task_generators/min_block_generation.py | 544 +++++++++++------- .../task_generators/min_block_utils.py | 109 ++++ predicators/settings.py | 31 +- scripts/configs/predicatorv3/agents.yaml | 3 + scripts/configs/predicatorv3/envs/all.yaml | 39 ++ 7 files changed, 889 insertions(+), 207 deletions(-) create mode 100644 docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py diff --git a/docs/envs/assets/domino_min_block/build_deck.py b/docs/envs/assets/domino_min_block/build_deck.py index 6cd93ddf6..94ef3e236 100644 --- a/docs/envs/assets/domino_min_block/build_deck.py +++ b/docs/envs/assets/domino_min_block/build_deck.py @@ -380,6 +380,58 @@ def b64(name: str) -> str: differentiation filter has a hole worth investigating. + +
+

New task type: the heavy-block obstacle

+
    +
  • A gray, domino-shaped block, true mass 1000 kg (untopple-able, + unmovable); planning sims believe normal domino mass + (heavy_block_mass override) — a MASS-only mismatch
  • +
  • Two natural alignments (mixed per turn_ratio): +
      +
    • straight: start → gray → target on one line, all co-facing — + believed plan chains through the gray for free; + true solution: a half-circle swerve around it
    • +
    • turn: the gray stands exactly where the believed-cheapest L-plan's + corner blue would go (one blue cheaper than any own-corner plan); + true solution: skip around with an own corner
    • +
  • +
  • Either way the baseline's cheapest validated plan dies against the gray
  • +
  • Certificate per task (all simulated): believed lure exists at the family + minimum, lure dead at true physics, true swerve/detour K* within the staged + blues; budget = K*
  • +
  • No friction mismatch here: corners never propagate at µ=0.5, + which would kill the turn lure — this env isolates the mass dimension
  • +
+ +
+ + +
+

Heavy-block tasks: calibrated vs miscalibrated, side by side

+ heavy-block tasks with believed dogleg vs detour solutions +

The live seed-0 heavy-block test set. Top: staged init — the gray block + (1000 kg) sits dead ahead on the line (straight) or at the L's natural corner (turn). + Middle: the calibrated solution — half-circle swerve / skip-around detour — sim-verified + at the true physics: topples ✓. Bottom: the believed + (normal-mass) plan through the gray, executed at the true physics: + dies at the gray block ✗.

+ +
+
+ +
+

New task type: the heavy-block obstacle

+
    +
  • A gray, domino-shaped block, true mass 1000 kg (untopple-able, + unmovable); planning sims believe normal domino mass + (heavy_block_mass override) — a MASS-only mismatch
  • +
  • Two natural alignments (mixed per turn_ratio): +
      +
    • straight: start → gray → target on one line, all co-facing — + believed plan chains through the gray for free; + true solution: a half-circle swerve around it
    • +
    • turn: the gray stands exactly where the believed-cheapest L-plan's + corner blue would go (one blue cheaper than any own-corner plan); + true solution: skip around with an own corner
    • +
  • +
  • Either way the baseline's cheapest validated plan dies against the gray
  • +
  • Certificate per task (all simulated): believed lure exists at the family + minimum, lure dead at true physics, true swerve/detour K* within the staged + blues; budget = the staged blues (binary topple success — K* certifies + solvability only; corner minima are solver-history sensitive at the margin)
  • +
  • No friction mismatch here: corners never propagate at µ=0.5, + which would kill the turn lure — this env isolates the mass dimension
  • +
+ +
+ + +
+

Heavy-block tasks: calibrated vs miscalibrated, side by side

+ heavy-block tasks with believed dogleg vs detour solutions +

The live seed-0 heavy-block test set. Top: staged init — the gray block + (1000 kg) sits dead ahead on the line (straight) or at the L's natural corner (turn). + Middle: the calibrated solution — half-circle swerve / skip-around detour — sim-verified + at the true physics: topples ✓. Bottom: the believed + (normal-mass) plan through the gray, executed at the true physics: + dies at the gray block ✗.

+ +
+

Engineering that mattered

From 41e9662b0c4fff626a049e1dba55745a3dcf9ebb Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 17:15:47 +0100 Subject: [PATCH 18/19] Launch configs: park the domino_heavy env (commented out) Both the envs/all.yaml block and the agents.yaml excluded_predicates override are commented out together (a FLAGS-only override without its base env breaks the launcher). The min-block domino block stays present with SKIP: True. Uncomment the domino_heavy pair to launch the heavy-block arms; the task cache in saved_datasets is prewarmed at the current code digest. --- scripts/configs/predicatorv3/agents.yaml | 6 +-- scripts/configs/predicatorv3/envs/all.yaml | 57 +++++++++------------- 2 files changed, 25 insertions(+), 38 deletions(-) diff --git a/scripts/configs/predicatorv3/agents.yaml b/scripts/configs/predicatorv3/agents.yaml index a87247264..52adf8970 100644 --- a/scripts/configs/predicatorv3/agents.yaml +++ b/scripts/configs/predicatorv3/agents.yaml @@ -10,9 +10,9 @@ ENVS: domino: FLAGS: excluded_predicates: "InitialBlock,MovableBlock,Tilting,Upright,InFront" - domino_heavy: - FLAGS: - excluded_predicates: "InitialBlock,MovableBlock,Tilting,Upright,InFront" + # domino_heavy: + # FLAGS: + # excluded_predicates: "InitialBlock,MovableBlock,Tilting,Upright,InFront" APPROACHES: # # Baseline: agent planning does NOT have a simulator / world model # agent_model_free_planning: diff --git a/scripts/configs/predicatorv3/envs/all.yaml b/scripts/configs/predicatorv3/envs/all.yaml index 24d737e4e..1660309a4 100644 --- a/scripts/configs/predicatorv3/envs/all.yaml +++ b/scripts/configs/predicatorv3/envs/all.yaml @@ -64,41 +64,28 @@ ENVS: domino_min_block_span_lo: 0.13 domino_min_block_span_hi: 0.30 domino_min_block_num_blues: 4 - # NEW: heavy-block (immovable obstacle) domino tasks — MASS-only - # mismatch. A gray domino-shaped block with true mass 1000 kg sits with - # natural alignment: either straight ahead on the start->target line - # (true solution: a half-circle swerve around it) or exactly at the - # natural corner of an L (true solution: skip around it with an own - # corner blue). Planning sims believe it has normal domino mass - # (heavy_block_mass override, set at env init), so the baseline's - # cheapest validated plan runs THROUGH the gray block and dies there. - # NOTE: deliberately NO domino_planning_friction here — corners never - # propagate at friction 0.5, which would kill the turn variant's lure; - # this env isolates the mass dimension (min-block isolates friction). - # Reuses the min-block machinery: MinBlockReward budget = detour K*, - # shared task cache, domino_min_block_num_blues staging, - # domino_min_block_turn_ratio for the straight/turn mix. - domino_heavy: - NAME: "pybullet_domino" - FLAGS: - max_initial_demos: 0 - excluded_objects_in_state_str: "loc,rot,angle,direction" - # excluded_predicates is set per-approach: agents.yaml excludes - # these (test ours); oracle.yaml leaves them in (test oracle). - horizon: 500 - domino_initialize_at_finished_state: False - domino_use_domino_blocks_as_target: True - domino_use_continuous_place: True - process_planning_heuristic_weight: 2.0 - domino_has_glued_dominos: False - keep_failed_demos: True - predicate_invent_invent_derived_predicates: True - pybullet_birrt_extend_num_interp: 20 # increase this to avoid collisions when placing dominoes - pybullet_birrt_path_subsample_ratio: 2 - # --- heavy-block / system-ID experiment --- - domino_heavy_block_tasks: True - domino_true_friction: 0.1 - domino_min_block_num_blues: 4 + # # heavy-block (immovable obstacle) domino tasks — MASS-only mismatch. + # domino_heavy: + # NAME: "pybullet_domino" + # FLAGS: + # max_initial_demos: 0 + # excluded_objects_in_state_str: "loc,rot,angle,direction" + # # excluded_predicates is set per-approach: agents.yaml excludes + # # these (test ours); oracle.yaml leaves them in (test oracle). + # horizon: 500 + # domino_initialize_at_finished_state: False + # domino_use_domino_blocks_as_target: True + # domino_use_continuous_place: True + # process_planning_heuristic_weight: 2.0 + # domino_has_glued_dominos: False + # keep_failed_demos: True + # predicate_invent_invent_derived_predicates: True + # pybullet_birrt_extend_num_interp: 20 # increase this to avoid collisions when placing dominoes + # pybullet_birrt_path_subsample_ratio: 2 + # # --- heavy-block / system-ID experiment --- + # domino_heavy_block_tasks: True + # domino_true_friction: 0.1 + # domino_min_block_num_blues: 4 # coffee: # NAME: "pybullet_coffee" # FLAGS: From 0fb3bf9ae0fa94b087daaf96b0337e954de1ec58 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 17:39:33 +0100 Subject: [PATCH 19/19] CI checks: repo-canonical formatting, docs excluded from mypy/pylint, lint fixes MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - run_autoformat.sh (docformatter reflows) applied to the fig scripts and domino task generators; verified stable under the CI-pinned tool versions (yapf 0.32.0, isort 5.10.1, docformatter 1.4). - docs/ added to the mypy exclude and pylint ignore-paths: it holds one-off slide/figure-generation scripts, not library code (both configs already excluded asset directories). - Lint fixes in the domino code: unused imports, demo-block variable shadowing in env.py's __main__, an over-long docstring line, and the real-pose lure probe now binds its layout via functools.partial (cell-var-from-loop + typing clean). Verified locally: mypy . (native and --platform linux) clean over 610 files; pylint 10.00/10 on every changed file; autoformat idempotent; 55/56 branch-relevant unit tests pass — the one failure (test_push_second_switch_boil_position_mode) fails identically on master locally (known macOS-vs-Linux switch-push divergence; passes on CI Linux). --- .predicators_pylintrc | 2 +- .../domino_min_block/make_anatomy_fig.py | 3 +- .../make_heavy_task_examples_fig.py | 12 +++--- .../make_task_examples_fig.py | 4 +- .../domino_min_block/make_turn_layouts_fig.py | 9 ++-- mypy.ini | 3 +- .../components/domino_component.py | 3 +- predicators/envs/pybullet_domino/env.py | 25 ++++++----- .../task_generators/domino_task_generator.py | 19 ++++---- .../task_generators/min_block_generation.py | 43 ++++++++++--------- .../task_generators/min_block_utils.py | 12 +++--- 11 files changed, 71 insertions(+), 64 deletions(-) diff --git a/.predicators_pylintrc b/.predicators_pylintrc index 826e18ba0..4ee9f8a5f 100644 --- a/.predicators_pylintrc +++ b/.predicators_pylintrc @@ -10,7 +10,7 @@ extension-pkg-whitelist=numpy,pybullet,torch,tensorflow,pyrealsense2 ignore=CVS # Add paths to the blacklist. -ignore-paths=predicators/envs/assets,predicators/third_party,venv +ignore-paths=predicators/envs/assets,predicators/third_party,venv,docs # Add files or directories matching the regex patterns to the blacklist. The # regex matches against base names, not paths. diff --git a/docs/envs/assets/domino_min_block/make_anatomy_fig.py b/docs/envs/assets/domino_min_block/make_anatomy_fig.py index 911adf978..6d50d7d77 100644 --- a/docs/envs/assets/domino_min_block/make_anatomy_fig.py +++ b/docs/envs/assets/domino_min_block/make_anatomy_fig.py @@ -3,9 +3,10 @@ import matplotlib matplotlib.use("Agg") +from pathlib import Path + import matplotlib.pyplot as plt import numpy as np -from pathlib import Path from matplotlib.patches import FancyArrowPatch, Rectangle W, D = 0.07, 0.015 # domino width (perp to chain) x depth (along chain) diff --git a/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py b/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py index d1b14406d..2780a70d8 100644 --- a/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py +++ b/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py @@ -34,8 +34,8 @@ from predicators.envs import create_new_env from predicators.envs.pybullet_domino.task_generators import \ min_block_utils as mbu -from predicators.envs.pybullet_domino.task_generators.min_block_generation \ - import _with_believed_physics +from predicators.envs.pybullet_domino.task_generators.min_block_generation import \ + _with_believed_physics from predicators.settings import CFG utils.reset_config({ @@ -161,8 +161,8 @@ def swerve_solution(s_pose, t_pose, h_pose, k_max): def detour_solution(s_pose, t_pose, gray_od, k_max): - """Winning skip-around detour at the TRUE physics (corner family - with the gray in every candidate scene).""" + """Winning skip-around detour at the TRUE physics (corner family with the + gray in every candidate scene).""" # pylint: disable=protected-access extra_pts = [(d["x"], d["y"]) for d in gray_od.values()] for k in range(k_max + 1): @@ -239,8 +239,8 @@ def _probe(): def believed_gray_corner(start, target, gray, s_pose, t_pose, h_pose, k_max): - """The believed gray-corner lure: the family layout whose corner - pose matches the gray, with the gray substituted in (free corner).""" + """The believed gray-corner lure: the family layout whose corner pose + matches the gray, with the gray substituted in (free corner).""" # pylint: disable=protected-access def _probe(): diff --git a/docs/envs/assets/domino_min_block/make_task_examples_fig.py b/docs/envs/assets/domino_min_block/make_task_examples_fig.py index 900b6cec2..8cd509c3b 100644 --- a/docs/envs/assets/domino_min_block/make_task_examples_fig.py +++ b/docs/envs/assets/domino_min_block/make_task_examples_fig.py @@ -99,8 +99,8 @@ def state_poses(state): def winning_layout(state, k_max, friction): - """First toppling layout (straight chain or turn candidate) with the - fewest blues at ``friction``; returns (od, start, target, k) or None.""" + """First toppling layout (straight chain or turn candidate) with the fewest + blues at ``friction``; returns (od, start, target, k) or None.""" # pylint: disable=protected-access dominoes = state.get_objects(comp.domino_type) start = next(d for d in dominoes if comp._StartBlock_holds(state, [d])) diff --git a/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py b/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py index dba7159a5..a4727d037 100644 --- a/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py +++ b/docs/envs/assets/domino_min_block/make_turn_layouts_fig.py @@ -2,10 +2,11 @@ Renders the REAL candidates yielded by ``_candidate_turn_layouts`` for a canonical turn geometry (k=3): the straight-line probe plus the five -natural-yaw corner configs (``_CORNER_CONFIGS``), and — for contrast — the -generator's mirrored 45-degree pair, which is deliberately EXCLUDED from -the search because no planner would propose it. Footprints are geometry- -exact (poses come from the search code itself); no simulation is run. +natural-yaw corner configs (``_CORNER_CONFIGS``), and — for contrast — +the generator's mirrored 45-degree pair, which is deliberately EXCLUDED +from the search because no planner would propose it. Footprints are +geometry- exact (poses come from the search code itself); no simulation +is run. """ from pathlib import Path diff --git a/mypy.ini b/mypy.ini index 6f189e2e9..c5fa58fff 100644 --- a/mypy.ini +++ b/mypy.ini @@ -2,7 +2,8 @@ strict_equality = True disallow_untyped_calls = True warn_unreachable = True -exclude = (predicators/envs/assets|venv|prompts|logs) +# docs/ holds one-off slide/figure-generation scripts, not library code. +exclude = (predicators/envs/assets|venv|prompts|logs|docs) [mypy-predicators.*] disallow_untyped_defs = True diff --git a/predicators/envs/pybullet_domino/components/domino_component.py b/predicators/envs/pybullet_domino/components/domino_component.py index be17c661a..0424675e4 100644 --- a/predicators/envs/pybullet_domino/components/domino_component.py +++ b/predicators/envs/pybullet_domino/components/domino_component.py @@ -404,7 +404,8 @@ def set_physical_params(self, **params: Optional[float]) -> None: (pass ``None`` to leave a param at its current value). ``heavy_block_mass`` applies only to heavy (gray) blocks — it is a planning sim's BELIEF about them (the true value is - ``heavy_block_true_mass``, asserted at every reset). Applies ``p.changeDynamics`` to every + ``heavy_block_true_mass``, asserted at every reset). Applies + ``p.changeDynamics`` to every domino body in *this* component's physics client, so one env instance's physics can diverge from another's without disturbing the shared ClassVars. The override is stored and re-applied after every diff --git a/predicators/envs/pybullet_domino/env.py b/predicators/envs/pybullet_domino/env.py index 753528ae0..5e621649e 100644 --- a/predicators/envs/pybullet_domino/env.py +++ b/predicators/envs/pybullet_domino/env.py @@ -4,7 +4,6 @@ components (dominoes, fans, balls, etc.) into a single environment. """ -import logging from typing import Any, ClassVar, Dict, List, Optional, Sequence, Set, Tuple import numpy as np @@ -660,33 +659,33 @@ def get_name(cls) -> str: CFG.fan_fans_blow_opposite_direction = False # Create environment based on selection - env: PyBulletDominoComposedEnv + demo_env: PyBulletDominoComposedEnv if test_env == "domino": print("Creating PyBulletDominoEnv...") CFG.env = "pybullet_domino" - env = PyBulletDominoEnv(use_gui=True) + demo_env = PyBulletDominoEnv(use_gui=True) elif test_env == "domino_fan": print("Creating PyBulletDominoFanEnv...") CFG.env = "pybullet_domino_fan" - env = PyBulletDominoFanEnv(use_gui=True) + demo_env = PyBulletDominoFanEnv(use_gui=True) elif test_env == "domino_fan_ramp": print("Creating PyBulletDominoFanRampEnv...") CFG.env = "pybullet_domino_fan_ramp" - env = PyBulletDominoFanRampEnv(use_gui=True) + demo_env = PyBulletDominoFanRampEnv(use_gui=True) elif test_env == "domino_fan_ramp_stairs": print("Creating PyBulletDominoFanRampStairsEnv...") CFG.env = "pybullet_domino_fan_ramp_stairs" - env = PyBulletDominoFanRampStairsEnv(use_gui=True) + demo_env = PyBulletDominoFanRampStairsEnv(use_gui=True) else: raise ValueError(f"Unknown environment: {test_env}") # Generate test tasks print("Generating test tasks...") - test_tasks = env._generate_test_tasks() # pylint: disable=protected-access + test_tasks = demo_env._generate_test_tasks() # pylint: disable=protected-access print(f"\nGenerated {len(test_tasks)} tasks") - print(f"Types: {[t.name for t in env.types]}") - print(f"Predicates: {[p.name for p in env.predicates]}") + print(f"Types: {[t.name for t in demo_env.types]}") + print(f"Predicates: {[p.name for p in demo_env.predicates]}") # Test each task for i, task in enumerate(test_tasks): @@ -695,14 +694,14 @@ def get_name(cls) -> str: print(f"{'=' * 60}") # Reset to initial state - env._set_state(task.init) # pylint: disable=protected-access + demo_env._set_state(task.init) # pylint: disable=protected-access print("\nGoal atoms:") for atom in task.goal: print(f" {atom}") # Print the initial abstract atoms (what the agent sees). - init_atoms = utils.abstract(task.init, env.predicates) + init_atoms = utils.abstract(task.init, demo_env.predicates) print("\nInitial atoms (abstract state seen by the agent):") for atom in sorted(init_atoms, key=str): print(f" {atom}") @@ -715,8 +714,8 @@ def get_name(cls) -> str: for step in range(100): # pylint: disable=protected-access cur_action = Action( - np.array(env._pybullet_robot.initial_joint_positions)) - cur_state = env.step(cur_action) + np.array(demo_env._pybullet_robot.initial_joint_positions)) + cur_state = demo_env.step(cur_action) if all(atom.holds(cur_state) for atom in task.goal): print(f"Goal reached at step {step}!") diff --git a/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py b/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py index eecbf7c1d..516872d9e 100644 --- a/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py +++ b/predicators/envs/pybullet_domino/task_generators/domino_task_generator.py @@ -174,15 +174,16 @@ def _generate_min_block_task( rng: np.random.Generator) -> Optional[EnvironmentTask]: """Reach-limited "minimum-blocks" task. - A green start block and a purple target sit a sampled distance apart - (``CFG.domino_min_block_span_range``), with a generous pile of staged - blue blocks. The span is chosen so bridging start->target must happen - near the topple-reach limit; the per-task ``MinBlockReward`` (budget = - K*) is attached afterwards with physics in the loop — see - ``min_block_generation._assign_min_blocks``. The goal is simply to - topple the target, but the reward additionally caps the blues used at - K*, so a solver that over-estimates reach under-builds and fails. - Returns ``None`` if no in-bounds placement is found. + A green start block and a purple target sit a sampled distance + apart (``CFG.domino_min_block_span_range``), with a generous + pile of staged blue blocks. The span is chosen so bridging + start->target must happen near the topple-reach limit; the per- + task ``MinBlockReward`` (budget = K*) is attached afterwards + with physics in the loop — see + ``min_block_generation._assign_min_blocks``. The goal is simply + to topple the target, but the reward additionally caps the blues + used at K*, so a solver that over-estimates reach under-builds + and fails. Returns ``None`` if no in-bounds placement is found. """ dominos = self.domino.dominos num_blues = min(CFG.domino_min_block_num_blues, len(dominos) - 2) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index caa1828e3..0d0ba941e 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -158,10 +158,10 @@ def _min_block_cache_path(env: "PyBulletDominoComposedEnv", cache_tag: str, num_tasks: int) -> Optional[Path]: """Cache file for this (config, seed, code) combination, or None. - The key hashes every ``domino_``/``pybullet_``/``skill_phase_`` - CFG flag (except the render-only ones above), the seed and task - counts, AND a digest of the domino env + domino skill source code — - so any change to the physics config or the generation/skill code + The key hashes every ``domino_``/``pybullet_``/``skill_phase_`` CFG + flag (except the render-only ones above), the seed and task counts, + AND a digest of the domino env + domino skill source code — so any + change to the physics config or the generation/skill code automatically invalidates the cache. """ cache_dir = CFG.domino_min_block_task_cache_dir @@ -342,8 +342,8 @@ def _assign_min_blocks(env: "PyBulletDominoComposedEnv", def _planning_mismatch_direction() -> Optional[str]: """Direction of the configured planning-friction mismatch. - ``"over_reach"`` when the planning sim's friction is HIGHER than - the true friction (planner over-estimates topple reach -> under- + ``"over_reach"`` when the planning sim's friction is HIGHER than the + true friction (planner over-estimates topple reach -> under- builds), ``"under_reach"`` when lower (planner over-builds), ``None`` when no mismatch is configured (differentiation filters disabled). @@ -357,8 +357,7 @@ def _planning_mismatch_direction() -> Optional[str]: def _believed_k_differentiates(direction: str, k_true: int, k_believed: Optional[int]) -> bool: - """Whether a task with these K*s forces the uncalibrated planner to - fail. + """Whether a task with these K*s forces the uncalibrated planner to fail. * over_reach: the planner must believe FEWER blues suffice (it then under-builds and the chain dies short of the target); @@ -617,7 +616,7 @@ def _wrap_angle(a: float) -> float: def _to_real_pose(x: float, y: float, yaw: float, d_yaw: float, ax: float, ay: float, sx: float, - sy: float) -> "Tuple[float, float, float]": + sy: float) -> Tuple[float, float, float]: """Map a canonical-anchor pose to a real start pose rotated by ``d_yaw`` (yaw convention: dir(yaw) = (sin, cos), so adding d_yaw to every yaw pairs with rotating offsets by [[c, s], [-s, c]]).""" @@ -670,13 +669,13 @@ def _finish_heavy_task(env: "PyBulletDominoComposedEnv", comp: Any, The reward budget is the STAGED blue count, not the searched K*: heavy tasks differentiate on topple-vs-not (the believing planner - never topples the target), and the corner/swerve minima are - solver-history sensitive at the margin — a layout that barely - topples during generation can need one more blue under a fresh - simulator's contact state (and vice versa). Binding the reward to - the exact K* would make such tasks unsolvable-within-budget at - execution; the K* searches remain as solvability certificates - (a within-staged-blues solution exists). + never topples the target), and the corner/swerve minima are solver- + history sensitive at the margin — a layout that barely topples + during generation can need one more blue under a fresh simulator's + contact state (and vice versa). Binding the reward to the exact K* + would make such tasks unsolvable-within-budget at execution; the K* + searches remain as solvability certificates (a within-staged-blues + solution exists). """ # pylint: disable=import-outside-toplevel,protected-access from predicators.envs.pybullet_domino.env import MinBlockReward @@ -837,8 +836,10 @@ def _make_heavy_straight_task( def _mirror_od_about_anchor( od: Dict[Object, Dict[str, Any]]) -> Dict[Object, Dict[str, Any]]: - """Reflect a canonical-anchor layout across the anchor's fall line - (y = anchor_y): (x, y, yaw) -> (x, 2*ay - y, pi - yaw).""" + """Reflect a canonical-anchor layout across the anchor's fall line. + + (y = anchor_y): (x, y, yaw) -> (x, 2*ay - y, pi - yaw). + """ _, ay = _PROBE_ANCHOR out: Dict[Object, Dict[str, Any]] = {} for obj, pose in od.items(): @@ -1049,9 +1050,11 @@ def _make_heavy_turn_task( is_start_block=lure_obj is start, is_target_block=lure_obj is target, is_heavy_block=lure_obj is heavy_obj) + ok_real = _with_believed_physics( - env, lambda: mbu._layout_topples(env, lure_real, start, target, - push_opt)) + env, + functools.partial(mbu._layout_topples, env, lure_real, start, + target, push_opt)) if not ok_real: staged = None continue diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py index 7aa658462..fd76a22f6 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -385,8 +385,8 @@ def compute_k_star(env: Any, def straight_span_k_star(env: Any, span: float, budget: Optional[int] = None) -> Optional[int]: - """Minimum blues whose evenly-spaced STRAIGHT chain crosses ``span`` at - the env's CURRENT friction, or None if no k within budget works. + """Minimum blues whose evenly-spaced STRAIGHT chain crosses ``span`` at the + env's CURRENT friction, or None if no k within budget works. Probed with a real Push at a canonical pushable pose. Used by the turn tasks' per-leg differentiation certificate: each leg of a turn is a @@ -572,8 +572,8 @@ def heavy_dogleg_k_star(env: Any, heavy_pose: Any, budget: int, only_k: Optional[int] = None) -> Optional[int]: - """Minimum blues whose dogleg chain THROUGH the heavy (gray) block - topples the target at the env's CURRENT physics, or None. + """Minimum blues whose dogleg chain THROUGH the heavy (gray) block topples + the target at the env's CURRENT physics, or None. The gray block stands on the start's fall line and acts as a free bend link: k1 blues run evenly from the start to the gray, the chain @@ -749,8 +749,8 @@ def swerve_k_star(env: Any, heavy_pose: Any, budget: int, min_hits: int = 1) -> Optional[int]: - """Minimum blues whose half-circle swerve AROUND the collinear gray - block topples the target at the env's CURRENT physics, or None. + """Minimum blues whose half-circle swerve AROUND the collinear gray block + topples the target at the env's CURRENT physics, or None. The constructive counterpart of ``heavy_dogleg_k_star``'s straight lure: same start/target line, but the chain leaves the line, clears

Engineering that mattered

@@ -458,7 +510,8 @@ def b64(name: str) -> str: .replace("{{IMG_ANATOMY}}", b64("task_anatomy.png")) \ .replace("{{IMG_TURNAB}}", b64("turn_ab.png")) \ .replace("{{IMG_TURNLAYOUTS}}", b64("turn_layouts.png")) \ - .replace("{{IMG_TASKEXAMPLES}}", b64("task_examples.png")) + .replace("{{IMG_TASKEXAMPLES}}", b64("task_examples.png")) \ + .replace("{{IMG_HEAVYEXAMPLES}}", b64("heavy_task_examples.png")) dest = HERE.parent.parent / "domino_min_block_task_gen_slides.html" dest.write_text(out) print("wrote", dest, f"({len(out)//1024} KB)") diff --git a/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py b/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py new file mode 100644 index 000000000..675a40f00 --- /dev/null +++ b/docs/envs/assets/domino_min_block/make_heavy_task_examples_fig.py @@ -0,0 +1,315 @@ +"""Slide figure: heavy-block tasks — believed plan vs calibrated solution. + +For each cached heavy-block test task, three rows (same style as +make_task_examples_fig.py): + 1. the staged initial state (blues parked; the GRAY 1000 kg block with + natural alignment: dead ahead on the line for straight tasks, at + the L's natural corner for turn tasks); + 2. the calibrated solution at the TRUE physics (gray heavy), + re-verified by simulation: the half-circle swerve around the gray + (straight variant) or the skip-around detour with an own corner + (turn variant); + 3. the miscalibrated plan: the cheapest layout THROUGH the gray that + the BELIEVED physics accepts (normal gray mass — the same families + the generation certificates scan), then EXECUTED at the true + physics: it dies against the gray block. + +Everything is produced by the real task-gen machinery: cached tasks are +reloaded through the env, layouts come from the search code, outcomes +from sim rollouts with the real Push. The config matches the experiment +launch flags (common.yaml + envs/all.yaml domino_heavy) and the default +cache dir, so running this script also pre-warms the launch cache. +""" +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.patches import Rectangle +from matplotlib.transforms import Affine2D + +from predicators import utils +from predicators.envs import create_new_env +from predicators.envs.pybullet_domino.task_generators import \ + min_block_utils as mbu +from predicators.envs.pybullet_domino.task_generators.min_block_generation \ + import _with_believed_physics +from predicators.settings import CFG + +utils.reset_config({ + 'env': 'pybullet_domino', 'seed': 0, + # common.yaml + 'num_train_tasks': 1, 'num_test_tasks': 5, + 'skill_phase_use_motion_planning': True, + 'pybullet_ik_validate': False, + 'pybullet_camera_height': 900, 'pybullet_camera_width': 900, + # envs/all.yaml domino_heavy (mass-only mismatch: no planning friction) + 'max_initial_demos': 0, + 'excluded_objects_in_state_str': "loc,rot,angle,direction", + 'horizon': 500, + 'domino_initialize_at_finished_state': False, + 'domino_use_domino_blocks_as_target': True, + 'domino_use_continuous_place': True, + 'process_planning_heuristic_weight': 2.0, + 'domino_has_glued_dominos': False, + 'keep_failed_demos': True, + 'predicate_invent_invent_derived_predicates': True, + 'pybullet_birrt_extend_num_interp': 20, + 'pybullet_birrt_path_subsample_ratio': 2, + 'domino_heavy_block_tasks': True, + 'domino_true_friction': 0.1, + 'domino_min_block_num_blues': 4, +}) +env = create_new_env('pybullet_domino', do_cache=False, use_gui=False) +comp = env._domino_component # pylint: disable=protected-access +push_opt = mbu._get_push_option(env) +W, D = comp.domino_width, comp.domino_depth +doms = comp.dominos + +COLORS = { + "start": "#7fc97f", + "target": "#c599c5", + "blue": "#7fb2d9", + "heavy": "#5a5a5a", +} + + +def wrap(a): + return (a + np.pi) % (2 * np.pi) - np.pi + + +def block(ax, x, y, yaw, color): + tr = (Affine2D().rotate(-yaw).translate(x, y) + ax.transData) + ax.add_patch( + Rectangle((-W / 2, -D / 2), W, D, facecolor=color, edgecolor="k", + lw=0.9, transform=tr, zorder=3)) + fx, fy = 0.025 * np.sin(yaw), 0.025 * np.cos(yaw) + ax.arrow(x, y, fx, fy, head_width=0.008, color=color, lw=0.9, zorder=4) + + +def draw_state(ax, poses, title, tcolor="k"): + for x, y, yaw, role in poses: + block(ax, x, y, yaw, COLORS[role]) + ax.set_title(title, fontsize=9.5, color=tcolor) + xs = [p[0] for p in poses] + ys = [p[1] for p in poses] + ax.set_xlim(min(xs) - 0.09, max(xs) + 0.09) + ax.set_ylim(min(ys) - 0.09, max(ys) + 0.09) + ax.set_aspect("equal") + ax.axis("off") + + +def role_of(state, d): + # pylint: disable=protected-access + if comp._StartBlock_holds(state, [d]): + return "start" + if comp._TargetDomino_holds(state, [d]): + return "target" + if comp._HeavyBlock_holds(state, [d]): + return "heavy" + return "blue" + + +def state_poses(state): + return [(state.get(d, "x"), state.get(d, "y"), state.get(d, "yaw"), + role_of(state, d)) for d in state.get_objects(comp.domino_type)] + + +def od_poses(od, start, target, gray): + out = [] + for obj, pose in od.items(): + role = ("start" if obj is start else "target" if obj is target else + "heavy" if obj is gray else "blue") + out.append((pose["x"], pose["y"], pose["yaw"], role)) + return out + + +def task_geometry(state): + # pylint: disable=protected-access + dominoes = state.get_objects(comp.domino_type) + start = next(d for d in dominoes if comp._StartBlock_holds(state, [d])) + target = next(d for d in dominoes + if comp._TargetDomino_holds(state, [d])) + gray = next(d for d in dominoes if comp._HeavyBlock_holds(state, [d])) + pose = lambda d: (state.get(d, "x"), state.get(d, "y"), + state.get(d, "yaw")) + return start, target, gray, pose(start), pose(target), pose(gray) + + +def swerve_solution(s_pose, t_pose, h_pose, k_max): + """Winning half-circle swerve at the TRUE physics.""" + # pylint: disable=protected-access + for k in range(2, k_max + 1): + for od in mbu._candidate_swerve_layouts(comp, k, s_pose, t_pose, + h_pose): + if mbu._layout_topples(env, od, doms[0], doms[1], push_opt): + return od, k + return None + + +def detour_solution(s_pose, t_pose, gray_od, k_max): + """Winning skip-around detour at the TRUE physics (corner family + with the gray in every candidate scene).""" + # pylint: disable=protected-access + extra_pts = [(d["x"], d["y"]) for d in gray_od.values()] + for k in range(k_max + 1): + for od, s_, t_ in mbu._candidate_turn_layouts( + comp, k, s_pose, t_pose): + blue_pts = [(d["x"], d["y"]) for o, d in od.items() + if o not in (s_, t_)] + if any( + np.hypot(bx - ex, by - ey) < comp.domino_width + for bx, by in blue_pts for ex, ey in extra_pts): + continue + od.update(gray_od) + if mbu._layout_topples(env, od, s_, t_, push_opt): + return od, s_, t_, k + return None + + +def believed_straight(start, target, gray, s_pose, t_pose, h_pose, k_max): + """Cheapest believed straight-through layout (gray = free link).""" + # pylint: disable=protected-access + s_pt, t_pt, h_pt = (np.array(s_pose[:2]), np.array(t_pose[:2]), + np.array(h_pose[:2])) + len1 = float(np.linalg.norm(h_pt - s_pt)) + d1_vec = (h_pt - s_pt) / len1 + yaw1 = float(np.arctan2(d1_vec[0], d1_vec[1])) + h_dir = np.array([np.sin(h_pose[2]), np.cos(h_pose[2])]) + + def _probe(): + for k in range(k_max + 1): + for k1 in range(k + 1): + k2 = k - k1 + gap1 = len1 / (k1 + 1) + if not mbu._MIN_GAP < gap1 < mbu._MAX_GAP: + continue + for g2 in (mbu._DOGLEG_EXIT_GAPS if k2 else (None,)): + od = { + start: comp.place_domino(0, *s_pose, + is_start_block=True), + target: comp.place_domino(1, *t_pose, + is_target_block=True), + gray: comp.place_domino(0, *h_pose, + is_heavy_block=True), + } + slot = 2 + for i in range(k1): + pt = s_pt + (i + 1) * gap1 * d1_vec + od[doms[slot]] = comp.place_domino( + slot, float(pt[0]), float(pt[1]), yaw1) + slot += 1 + if k2: + b1 = h_pt + g2 * h_dir + e_vec = t_pt - b1 + e_len = float(np.linalg.norm(e_vec)) + per = e_len / k2 + if not mbu._MIN_GAP < per < mbu._MAX_GAP: + continue + e_dir = e_vec / e_len + e_yaw = float(np.arctan2(e_dir[0], e_dir[1])) + for j in range(k2): + pt = b1 + j * per * e_dir + od[doms[slot]] = comp.place_domino( + slot, float(pt[0]), float(pt[1]), e_yaw) + slot += 1 + elif not mbu._MIN_GAP < float( + np.linalg.norm(t_pt - h_pt)) < mbu._MAX_GAP: + continue + if mbu._layout_topples(env, od, start, target, + push_opt): + return od, k + return None + + return _with_believed_physics(env, _probe) + + +def believed_gray_corner(start, target, gray, s_pose, t_pose, h_pose, + k_max): + """The believed gray-corner lure: the family layout whose corner + pose matches the gray, with the gray substituted in (free corner).""" + # pylint: disable=protected-access + def _probe(): + for k in range(2, k_max + 2): + for od, s_, t_ in mbu._candidate_turn_layouts( + comp, k, s_pose, t_pose): + corner = next( + (o for o in od if o not in (s_, t_) + and np.hypot(od[o]["x"] - h_pose[0], od[o]["y"] - + h_pose[1]) < 0.02 + and abs(wrap(od[o]["yaw"] - h_pose[2])) < 0.1), None) + if corner is None: + continue + lure = {o: dict(p) for o, p in od.items() if o is not corner} + lure[gray] = comp.place_domino(0, *h_pose, + is_heavy_block=True) + if mbu._layout_topples(env, lure, s_, t_, push_opt): + return lure, k - 1 + return None + + return _with_believed_physics(env, _probe) + + +tasks = env.get_test_tasks() +n = len(tasks) +fig, axes = plt.subplots(3, n, figsize=(3.4 * n, 10.2)) +axes = np.atleast_2d(axes).T # axes[col] = (init, solution, believed) + +for col, task in enumerate(tasks): + k_star = task.reward_fn.max_blocks + init = task.init + start, target, gray, s_pose, t_pose, h_pose = task_geometry(init) + is_straight = abs(wrap(h_pose[2] - s_pose[2])) < 0.1 + kind = "straight" if is_straight else "turn" + draw_state(axes[col][0], state_poses(init), + f"task {col} ({kind}) · K*={k_star}\nstaged init") + + k_max = CFG.domino_min_block_num_blues + gray_od = {gray: comp.place_domino(0, *h_pose, is_heavy_block=True)} + if is_straight: + sol = swerve_solution(s_pose, t_pose, h_pose, k_max) + sol_od = sol[0] if sol else None + sol_label = f"swerve around: {sol[1]} blues" if sol else None + bel = believed_straight(start, target, gray, s_pose, t_pose, + h_pose, k_max) + bel_label = "believed through-gray" + else: + sol = detour_solution(s_pose, t_pose, gray_od, k_max) + sol_od = sol[0] if sol else None + sol_label = f"skip-around detour: {sol[3]} blues" if sol else None + bel = believed_gray_corner(start, target, gray, s_pose, t_pose, + h_pose, k_max) + bel_label = "believed gray-corner" + + if sol_od is None: + axes[col][1].axis("off") + axes[col][1].set_title("solution not reproducible", + fontsize=9.5, color="#555") + else: + draw_state(axes[col][1], od_poses(sol_od, doms[0], doms[1], gray), + f"{sol_label}\n→ TOPPLES ✓", tcolor="#1a7a1a") + + if bel is None: + axes[col][2].axis("off") + axes[col][2].set_title("no believed plan reproducible", + fontsize=9.5, color="#555") + continue + od_b, k_b = bel + # Execute the believed plan at the TRUE physics (gray heavy again). + ok = mbu._layout_topples(env, od_b, start, target, push_opt) + verdict = "→ TOPPLES (leak!)" if ok else "→ DIES AT GRAY ✗" + draw_state(axes[col][2], od_poses(od_b, start, target, gray), + f"{bel_label}: {k_b} blues\n{verdict}", + tcolor="#a01515" if not ok else "#b3541e") + +for label, y in (("staged init", 0.86), + ("calibrated solution\n@ true physics", 0.53), + ("believed (normal-mass) plan\nrun @ true physics", 0.19)): + fig.text(0.005, y, label, fontsize=11, rotation=90, va="center", + weight="bold", color="#333") +fig.tight_layout(rect=(0.03, 0, 1, 1)) +out = Path(__file__).parent / "heavy_task_examples.png" +fig.savefig(out, dpi=140, bbox_inches="tight") +print("saved", out) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index 20f80bb10..71843ab13 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -18,13 +18,15 @@ import json import logging from pathlib import Path -from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple import numpy as np +from predicators.envs.pybullet_domino.task_generators import \ + min_block_utils as mbu from predicators.envs.pybullet_domino.task_generators.min_block_utils import \ _PROBE_ANCHOR, clear_probe_memo, compute_k_star, compute_turn_k_star, \ - heavy_dogleg_k_star, straight_span_k_star + heavy_dogleg_k_star, straight_span_k_star, swerve_k_star from predicators.settings import CFG from predicators.structs import EnvironmentTask, GroundAtom, Object, State @@ -72,10 +74,12 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", enough of each survive (or the attempt cap is hit). ``rng`` is stateful, so each attempt yields fresh tasks. - In heavy-block mode (``domino_heavy_block_tasks``) every task instead - comes from ``_make_heavy_block_task`` (an immovable gray block posing - as a ready-made bend link on the start's fall line); the quota loop, - cache, and reward machinery are shared. + In heavy-block mode (``domino_heavy_block_tasks``) the mix instead + comes from the two natural-alignment heavy variants — straight tasks + (gray block dead ahead on the line, solved by a half-circle swerve) + fill the straight quota and turn tasks (gray block at the L's + natural corner, solved by skipping around it) fill the turn quota; + the quota loop, cache, and reward machinery are shared. """ cache_path = _min_block_cache_path(env, cache_tag, num_tasks) cached = _load_min_block_cache(env, cache_path) @@ -83,15 +87,18 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", return cached clear_probe_memo() - turn_maker: Callable[[ + _corner_blueprint_memo.clear() + maker_t = Callable[[ "PyBulletDominoComposedEnv", "DominoTaskGenerator", np.random.Generator ], Optional[EnvironmentTask]] + turn_maker: maker_t + straight_maker: Optional[maker_t] = None + n_turn = int(round(num_tasks * CFG.domino_min_block_turn_ratio)) + n_straight = num_tasks - n_turn if CFG.domino_heavy_block_tasks: - n_turn, n_straight = num_tasks, 0 - turn_maker = _make_heavy_block_task + turn_maker = _make_heavy_turn_task + straight_maker = _make_heavy_straight_task else: - n_turn = int(round(num_tasks * CFG.domino_min_block_turn_ratio)) - n_straight = num_tasks - n_turn turn_maker = _make_turn_task turns: List[EnvironmentTask] = [] straights: List[EnvironmentTask] = [] @@ -109,9 +116,16 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", env._add_pybullet_state_to_tasks( # pylint: disable=protected-access [turn_task])) if len(straights) < n_straight: - batch = env._add_pybullet_state_to_tasks( # pylint: disable=protected-access - generate_batch(1)) - straights.extend(_assign_min_blocks(env, batch)) + if straight_maker is not None: + straight_task = straight_maker(env, generator, rng) + if straight_task is not None: + straights.extend( + env._add_pybullet_state_to_tasks( # pylint: disable=protected-access + [straight_task])) + else: + batch = env._add_pybullet_state_to_tasks( # pylint: disable=protected-access + generate_batch(1)) + straights.extend(_assign_min_blocks(env, batch)) survivors = turns[:n_turn] + straights[:n_straight] if len(survivors) < num_tasks: logging.warning( @@ -565,9 +579,8 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", # ── Heavy-block (immovable obstacle) tasks ─────────────────── -def _with_believed_physics( - env: "PyBulletDominoComposedEnv", - probe: Callable[[], Optional[int]]) -> Optional[int]: +def _with_believed_physics(env: "PyBulletDominoComposedEnv", + probe: Callable[[], Any]) -> Any: """Run ``probe`` under the planner's believed physics. Switches the env to the believed physics — the heavy gray block at @@ -589,153 +602,347 @@ def _with_believed_physics( heavy_block_mass=comp.heavy_block_true_mass) -def _make_heavy_block_task( - env: "PyBulletDominoComposedEnv", gen: "DominoTaskGenerator", - rng: np.random.Generator) -> Optional[EnvironmentTask]: - """Build one heavy-block (immovable obstacle) task, or None. - - Geometry (a dogleg, calibrated by the 2026-07-03 probe sweeps): the - heavy GRAY block stands directly on the start's fall line, a leg - ``m`` away, yawed ~30 degrees off it — visually a ready-made bend - link. The target sits a leg ``n`` beyond the gray along the gray's - facing. Shallow (~30 degree) bends propagate at BOTH experiment - frictions, while full 90-degree corners die at the planning friction - — which is exactly why this shape works: the believed physics - (normal gray mass, see the env init / ``heavy_block_mass`` override) - lets a planner run its chain straight into the gray and bend there - for free; at the true mass the chain dies against the gray, and the - only real solution is to bend EARLY with an own corner blue and cut - across to the target. - - Differentiation certificate (all simulated, cheapest first; the - lure probes run at the canonical anchor so they memoize): - - 1. believed dogleg exists: some k_bel blues topple the target at the - PLANNING physics (normal gray mass + planning friction); - 2. true dogleg is dead: the same family finds NO k at the true - physics (the chain dies at the gray — structurally guaranteed, - probed as a sanity check); - 3. the dogleg is the believed-BEST plan: in the believed physics the - detour costs at least as much (usually it doesn't propagate at - all — corners barely work at the planning friction), so a - block-minimizing planner commits to the doomed dogleg. The - comparison is entirely within the believed physics: how the true - detour cost relates to k_bel is irrelevant to the lure; - 4. true detour exists: K* = ``compute_turn_k_star`` with the gray - block in every candidate scene, 1 <= K* <= staged blues. Unlike - the turn tasks, K* may EQUAL the staged blues: heavy tasks - differentiate on topple failure, not on the over-build cap, so no - spare blue is required. - - Budget = K*: the calibrated (mass-aware) planner's detour is exactly - within budget, while the believing planner never topples the target. - """ +def _wrap_angle(a: float) -> float: + """Wrap an angle to (-pi, pi].""" + return float((a + np.pi) % (2 * np.pi) - np.pi) + + +def _to_real_pose(x: float, y: float, yaw: float, d_yaw: float, ax: float, + ay: float, sx: float, + sy: float) -> "Tuple[float, float, float]": + """Map a canonical-anchor pose to a real start pose rotated by + ``d_yaw`` (yaw convention: dir(yaw) = (sin, cos), so adding d_yaw to + every yaw pairs with rotating offsets by [[c, s], [-s, c]]).""" + dx, dy = x - ax, y - ay + c, s = np.cos(d_yaw), np.sin(d_yaw) + return (sx + c * dx + s * dy, sy - s * dx + c * dy, yaw + d_yaw) + + +def _stage_heavy_scene( + gen: "DominoTaskGenerator", comp: Any, num_blues: int, start_pose: Any, + target_pose: Any, + heavy_pose: Any) -> Optional[Dict[Object, Dict[str, Any]]]: + """Scene dict with start/target/gray fixed and blues staged, or None.""" + # pylint: disable=protected-access + start, target, heavy_obj = comp.dominos[0], comp.dominos[1], \ + comp.dominos[-1] + scene: Dict[Object, Dict[str, Any]] = { + start: + comp.place_domino(0, + start_pose[0], + start_pose[1], + start_pose[2], + is_start_block=True), + target: + comp.place_domino(1, + target_pose[0], + target_pose[1], + target_pose[2], + is_target_block=True), + heavy_obj: + comp.place_domino(0, + heavy_pose[0], + heavy_pose[1], + heavy_pose[2], + is_heavy_block=True), + } + blues = [d for d in comp.dominos if d not in scene] + for blue in blues[:num_blues]: + # Initial position is irrelevant -- the staging pass re-places + # every movable (blue) block on the staging grid (the gray block + # is exempt and stays where the task put it). + scene[blue] = comp.place_domino(0, start_pose[0], start_pose[1], 0.0) + return gen._move_intermediate_objects_to_unfinished_state(scene) + + +def _finish_heavy_task(env: "PyBulletDominoComposedEnv", comp: Any, + staged: Dict[Object, Dict[str, Any]], k_true: int, + goal_nl: str) -> EnvironmentTask: + """Assemble the EnvironmentTask from a staged heavy-block scene.""" # pylint: disable=import-outside-toplevel,protected-access from predicators.envs.pybullet_domino.env import MinBlockReward from predicators.utils import create_state_from_dict + robot_init = { + "x": env.robot_init_x, + "y": env.robot_init_y, + "z": env.robot_init_z, + "fingers": env.open_fingers, + "roll": env.robot_init_roll, + "tilt": env.robot_init_tilt, + "wrist": env.robot_init_wrist, + } + init_dict: Dict[Object, Dict[str, Any]] = {env._robot: robot_init} + init_dict.update(staged) + init_state = create_state_from_dict(init_dict) + goal_atoms = {GroundAtom(comp.Toppled, [comp.dominos[1]])} + return EnvironmentTask(init_state, + goal_atoms, + goal_nl=goal_nl, + reward_fn=MinBlockReward(env, goal_atoms, k_true)) + + +_HEAVY_GOAL_NL = ( + "Move the blue dominoes so that when the green domino is pushed, " + "the purple domino is toppled -- using AS FEW blue dominoes as " + "possible. Only the blue dominoes may be moved. {hint} Do NOT " + "directly push or topple the purple domino yourself.") + + +def _make_heavy_straight_task( + env: "PyBulletDominoComposedEnv", gen: "DominoTaskGenerator", + rng: np.random.Generator) -> Optional[EnvironmentTask]: + """Build one straight-variant heavy-block task, or None. + + Natural alignment: start, GRAY block, and target sit on ONE line, + all facing along it. The believed physics (normal gray mass, see the + env init / ``heavy_block_mass`` override) makes the cheapest plan a + straight chain THROUGH the gray -- a free link, head-on knocks + everywhere. At the true mass the chain dies against the gray, and + the real solution is a half-circle swerve around it (the + ``swerve_k_star`` family: aligned at both ends, bulging sideways to + clear the block). + + Certificate (lure probes at the canonical anchor, memoized): + 1. believed straight-through exists (k_bel blues); + 2. true straight-through is dead for every stageable split; + 3. a true swerve exists with k_bel < K* <= staged blues (K* may + EQUAL the staged blues: heavy tasks differentiate on topple + failure, not the over-build cap). Budget = K*, re-verified at + the real pose (which doubles as the push-reachability check). + """ + # pylint: disable=protected-access comp = env._domino_component if comp is None: return None - # Sample the dogleg SHAPE: legs (m, n) and a shallow bend. The bands - # come from the probe sweep — bends past ~35 degrees stop propagating - # at the planning friction (no lure), and SHORT legs let the true - # detour (which cuts across the dogleg's elbow) cost the same as the - # believed dogleg (no differentiation): only long exit legs make the - # cut pay an extra blue. Samples snap to the probe-memo lattice - # (1 cm legs, 2-degree bends) so repeated shapes reuse their probes. - # The shape is certified once at the canonical anchor (pose-invariant - # physics); its PLACEMENT on the table is retried below. - m_leg = round(float(rng.uniform(0.20, 0.24)), 2) - n_leg = round(float(rng.uniform(0.23, 0.27)), 2) - bend = float(np.radians(rng.choice([26, 28, 30]))) - side = float(rng.choice([-1.0, 1.0])) + span = round(float(rng.uniform(0.36, 0.44)), 2) + h_frac = float(rng.choice([0.45, 0.5, 0.55])) num_blues = min(CFG.domino_min_block_num_blues, len(comp.dominos) - 3) - # Canonical-anchor copies of the geometry for the memoized lure - # probes (pose-invariant physics, known-pushable start). ax, ay = _PROBE_ANCHOR - c_syaw = np.pi / 2 - c_hyaw = c_syaw - side * bend - a_pt = np.array([ax, ay]) - ch_pt = a_pt + m_leg * np.array([1.0, 0.0]) - ct_pt = ch_pt + n_leg * np.array([np.sin(c_hyaw), np.cos(c_hyaw)]) - c_start = (ax, ay, c_syaw) - c_heavy = (float(ch_pt[0]), float(ch_pt[1]), float(c_hyaw)) - c_target = (float(ct_pt[0]), float(ct_pt[1]), float(c_hyaw)) - # 1) The believed dogleg must exist (otherwise nothing lures the - # miscalibrated planner onto the gray block). + c_start = (ax, ay, np.pi / 2) + c_heavy = (ax + h_frac * span, ay, np.pi / 2) + c_target = (ax + span, ay, np.pi / 2) + # 1) The believed straight-through must exist (the lure). k_bel = _with_believed_physics( env, lambda: heavy_dogleg_k_star(env, c_start, c_target, c_heavy, num_blues)) if k_bel is None: logging.warning( - "Dropping heavy-block task (no believed dogleg within %d " - "blues).", num_blues) + "Dropping heavy straight task (no believed straight-through " + "within %d blues, span %.2f).", num_blues, span) return None - # 2) The true dogleg must be dead (chain dies at the gray). + # 2) The true straight-through must be dead (chain dies at the gray). k_dead = heavy_dogleg_k_star(env, c_start, c_target, c_heavy, num_blues) if k_dead is not None: logging.warning( - "Dropping heavy-block task (true dogleg still topples with " - "k=%d: gray block not blocking).", k_dead) + "Dropping heavy straight task (true straight-through still " + "topples with k=%d).", k_dead) return None - # 3) The dogleg must be the believed-BEST plan: probe what the - # detour would cost in the BELIEVED physics (corners barely - # propagate at the planning friction, so this is usually None). A - # believed detour cheaper than the believed dogleg would divert the - # planner off the lure. - c_gray_scene = { - comp.dominos[-1]: - comp.place_domino(0, - c_heavy[0], - c_heavy[1], - c_heavy[2], - is_heavy_block=True) - } - k_bel_detour = _with_believed_physics( - env, lambda: compute_turn_k_star( - env, c_start, c_target, budget=num_blues, extra=c_gray_scene)) - if k_bel_detour is not None and k_bel_detour < k_bel: + # 3) A swerve around the gray must exist, strictly dearer than the + # lure (structural -- the lure gets the gray link for free -- but + # verified). + k_star_c = swerve_k_star(env, c_start, c_target, c_heavy, num_blues) + if k_star_c is None or k_bel >= k_star_c: logging.warning( - "Dropping heavy-block task (believed detour k=%d beats " - "believed dogleg k=%d): dogleg is no lure.", k_bel_detour, k_bel) + "Dropping heavy straight task (swerve K*=%s vs believed " + "k=%d, span %.2f).", k_star_c, k_bel, span) return None - # Place the certified shape on the table. Placement can fail for - # pose-local reasons — bounds, push reachability, staging-grid - # congestion around the gray block (the grid is a single row, and a - # fall line running along x parks all three fixed bodies on it) — - # so it is retried with fresh start poses while the shape - # certificate above is reused. - heavy_obj = comp.dominos[-1] - start = comp.dominos[0] - target = comp.dominos[1] + # Place the certified shape; retry poses on placement-local failures. staged = None k_true: Optional[int] = None - extent = m_leg + n_leg * float(np.cos(bend)) for _ in range(12): - # The ~0.45 m dogleg only fits along the table's long (x) axis - # (the y placement band is ~0.19 m), so the start faces +/-x and - # sx is sampled to leave room for the whole shape. syaw = float(rng.choice([np.pi / 2, -np.pi / 2])) if syaw > 0: # falls toward +x - sx = float(rng.uniform(comp.domino_x_lb, env.x_ub - extent - 0.03)) + sx = float(rng.uniform(comp.domino_x_lb, env.x_ub - span - 0.03)) else: - sx = float(rng.uniform(env.x_lb + extent + 0.03, comp.domino_x_ub)) + sx = float(rng.uniform(env.x_lb + span + 0.03, comp.domino_x_ub)) sy = float(rng.uniform(comp.domino_y_lb, comp.domino_y_ub)) - hyaw = float(syaw - side * bend) u_vec = np.array([np.sin(syaw), np.cos(syaw)]) - d_vec = np.array([np.sin(hyaw), np.cos(hyaw)]) - s_pt = np.array([sx, sy]) - h_pt = s_pt + m_leg * u_vec - t_pt = h_pt + n_leg * d_vec - if not all(env.x_lb < pt[0] < env.x_ub and env.y_lb < pt[1] < env.y_ub - for pt in (h_pt, t_pt)): + h_pt = np.array([sx, sy]) + h_frac * span * u_vec + t_pt = np.array([sx, sy]) + span * u_vec + # The swerve needs sideways room on at least one side. + if not all(env.x_lb < pt[0] < env.x_ub and env.y_lb + + 0.09 < pt[1] < env.y_ub - 0.09 for pt in (h_pt, t_pt)): continue start_pose = (sx, sy, syaw) - heavy_pose = (float(h_pt[0]), float(h_pt[1]), hyaw) - # The target faces the gray's fall direction (the believed - # arrival); the true detour arrives within ~15 degrees of it, - # which topples the target just as well. - target_pose = (float(t_pt[0]), float(t_pt[1]), hyaw) + heavy_pose = (float(h_pt[0]), float(h_pt[1]), syaw) + target_pose = (float(t_pt[0]), float(t_pt[1]), syaw) + # Re-verify the swerve at THIS pose (real push reachability). + k_true = swerve_k_star(env, start_pose, target_pose, heavy_pose, + num_blues) + if k_true is None or k_true < 1: + continue + staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, + target_pose, heavy_pose) + if staged is not None: + break + if staged is None: + logging.warning( + "Dropping heavy straight task (no placement for span %.2f).", span) + return None + assert k_true is not None + logging.info( + "Heavy straight task differentiates: believed through-gray k=%d, " + "true dead, swerve K*=%d.", k_bel, k_true) + goal_nl = _HEAVY_GOAL_NL.format( + hint="The chain may need to curve around obstacles.") + return _finish_heavy_task(env, comp, staged, k_true, goal_nl) + + +# Blueprint memo for the turn variant: the believed-physics corner +# layout for an L shape, found once at the canonical anchor and reused +# across attempts and placements (keyed on the shape lattice + the +# frictions that define the believed physics). +_corner_blueprint_memo: Dict[Any, Optional[Any]] = {} + + +def _believed_corner_blueprint(env: "PyBulletDominoComposedEnv", comp: Any, + entry: float, exit_leg: float, side: float, + num_blues: int) -> Optional[Any]: + """Cheapest believed-physics corner layout for this L shape, at the + canonical anchor: (layout od, corner object, k_full) or None. + + Enumerates the SAME candidate family the K* search uses and keeps + the first toppling layout -- but only if it has a mid-chain corner + (>= 1 entry blue): the gray block will replace that corner, and a + detour must have room to bend before it. If the cheapest believed + layout is cornerless (straight) or start-adjacent, the shape cannot + host the lure and is rejected. + """ + # pylint: disable=protected-access + key = (entry, exit_leg, side, num_blues, CFG.domino_planning_friction, + CFG.domino_true_friction) + if key in _corner_blueprint_memo: + return _corner_blueprint_memo[key] + ax, ay = _PROBE_ANCHOR + c_start = (ax, ay, np.pi / 2) + c_target = (ax + entry, ay + side * exit_leg, 0.0 if side > 0 else np.pi) + push_opt = mbu._get_push_option(env) + + def _probe() -> Optional[Any]: + # k_full may exceed the staged blues by one: the gray replaces + # the corner blue, so the LURE costs k_full - 1 blues. Scan ALL + # candidates of each k: the gray layout must sit at the family's + # MINIMUM cost (else a cheaper own-corner plan would dodge the + # gray), but within that minimum any mid-chain-corner layout + # qualifies — the cheapest topplers are often start-adjacent + # (k1=0) while equally-cheap mid-chain ones follow. + for k in range(2, num_blues + 2): + any_topple = False + for od, s_, t_ in mbu._candidate_turn_layouts( + comp, k, c_start, c_target): + if not mbu._layout_topples(env, od, s_, t_, push_opt): + continue + any_topple = True + blues = [o for o in od if o not in (s_, t_)] + entry_blues = [ + o for o in blues + if abs(_wrap_angle(od[o]["yaw"] - np.pi / 2)) < 0.15 + ] + corners = [ + o for o in blues + if 0.3 < abs(_wrap_angle(od[o]["yaw"] - np.pi / 2)) < 1.2 + ] + if len(corners) == 1 and entry_blues: + return od, corners[0], k + if any_topple: + # The family minimum topples only via straight or + # start-adjacent-corner layouts: no natural mid-chain + # corner spot to occupy at the believed-best cost. + return None + return None + + result = _with_believed_physics(env, _probe) + _corner_blueprint_memo[key] = result + return result + + +def _make_heavy_turn_task( + env: "PyBulletDominoComposedEnv", gen: "DominoTaskGenerator", + rng: np.random.Generator) -> Optional[EnvironmentTask]: + """Build one turn-variant heavy-block task, or None. + + Natural alignment: an L-shaped start/target pair whose believed- + cheapest plan turns at a corner -- and the GRAY block stands exactly + where that natural corner blue would go, at the corner's natural + yaw. In the believed physics (normal gray mass) it is a ready-made + corner FOR FREE, one blue cheaper than any own-corner plan, so a + block-minimizing planner routes through it; at the true mass the + chain dies there, and the real solution skips around it (an own + corner elsewhere on the entry line -- the detour search with the + gray as obstacle). + + Certificate: believed corner blueprint exists with a mid-chain + corner; the gray-substituted lure still propagates believedly and + dies at the true physics; the true detour K* fits the staged blues. + Budget = K*. + """ + # pylint: disable=protected-access + comp = env._domino_component + if comp is None: + return None + entry = round(float(rng.uniform(0.26, 0.34)), 2) + exit_leg = round(float(rng.uniform(0.18, 0.26)), 2) + side = float(rng.choice([-1.0, 1.0])) + num_blues = min(CFG.domino_min_block_num_blues, len(comp.dominos) - 3) + bp = _believed_corner_blueprint(env, comp, entry, exit_leg, side, + num_blues) + if bp is None: + logging.warning( + "Dropping heavy turn task (no believed mid-chain corner plan " + "for entry=%.2f exit=%.2f).", entry, exit_leg) + return None + od_bel, corner_obj, k_full = bp + k_bel = k_full - 1 + if k_bel > num_blues: + logging.warning( + "Dropping heavy turn task (lure needs %d blues > staged %d).", + k_bel, num_blues) + return None + heavy_obj = comp.dominos[-1] + start, target = comp.dominos[0], comp.dominos[1] + cp = od_bel[corner_obj] + corner_pose_c = (float(cp["x"]), float(cp["y"]), float(cp["yaw"])) + lure_od = {o: dict(p) for o, p in od_bel.items() if o is not corner_obj} + lure_od[heavy_obj] = comp.place_domino(0, + *corner_pose_c, + is_heavy_block=True) + push_opt = mbu._get_push_option(env) + # The gray-substituted lure must still propagate in the believed + # physics (it is body-identical to the corner blue there)... + ok_bel = _with_believed_physics( + env, + lambda: mbu._layout_topples(env, lure_od, start, target, push_opt)) + if not ok_bel: + logging.warning( + "Dropping heavy turn task (gray-substituted lure fails " + "believedly, entry=%.2f exit=%.2f).", entry, exit_leg) + return None + # ...and must DIE at the true physics. + if mbu._layout_topples(env, lure_od, start, target, push_opt): + logging.warning( + "Dropping heavy turn task (lure survives the true physics: " + "chain passes the gray corner).") + return None + ax, ay = _PROBE_ANCHOR + c_tx, c_ty = ax + entry, ay + side * exit_leg + c_tyaw = 0.0 if side > 0 else np.pi + staged = None + k_true: Optional[int] = None + for _ in range(12): + syaw = float(rng.choice([np.pi / 2, -np.pi / 2])) + d_yaw = syaw - np.pi / 2 + if syaw > 0: + sx = float(rng.uniform(comp.domino_x_lb, env.x_ub - entry - 0.05)) + else: + sx = float(rng.uniform(env.x_lb + entry + 0.05, comp.domino_x_ub)) + sy = float(rng.uniform(comp.domino_y_lb, comp.domino_y_ub)) + start_pose = (sx, sy, syaw) + target_pose = _to_real_pose(c_tx, c_ty, c_tyaw, d_yaw, ax, ay, sx, sy) + heavy_pose = _to_real_pose(*corner_pose_c, d_yaw, ax, ay, sx, sy) + if not all(env.x_lb < px < env.x_ub and env.y_lb < py < env.y_ub + for px, py in ((target_pose[0], target_pose[1]), + (heavy_pose[0], heavy_pose[1]))): + continue gray_scene = { heavy_obj: comp.place_domino(0, @@ -744,12 +951,8 @@ def _make_heavy_block_task( heavy_pose[2], is_heavy_block=True) } - # 4) The detour around the gray block must exist within the - # staged blues at THIS pose (this doubles as the push- - # reachability check for the sampled start). Unlike the turn - # tasks, K* may EQUAL the staged blues: heavy tasks - # differentiate on topple failure, not on the over-build cap, - # so no spare blue is required. + # The detour must exist at THIS pose (skip around the gray with + # an own corner; doubles as the push-reachability check). k_true = compute_turn_k_star(env, start_pose, target_pose, @@ -757,62 +960,19 @@ def _make_heavy_block_task( extra=gray_scene) if k_true is None or k_true < 1: continue - scene: Dict[Object, Dict[str, Any]] = { - start: - comp.place_domino(0, - start_pose[0], - start_pose[1], - start_pose[2], - is_start_block=True), - target: - comp.place_domino(1, - target_pose[0], - target_pose[1], - target_pose[2], - is_target_block=True), - } - scene.update(gray_scene) - blues = [ - d for d in comp.dominos if d not in (start, target, heavy_obj) - ] - for blue in blues[:num_blues]: - # Initial position is irrelevant — the staging pass - # re-places every movable (blue) block on the staging grid - # (the gray block is exempt and stays on the fall line). - scene[blue] = comp.place_domino(0, start_pose[0], start_pose[1], - 0.0) - staged = gen._move_intermediate_objects_to_unfinished_state(scene) + staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, + target_pose, heavy_pose) if staged is not None: break if staged is None: logging.warning( - "Dropping heavy-block task (no placement found for shape " - "m=%.2f bend=%.0fdeg n=%.2f).", m_leg, np.degrees(bend), n_leg) + "Dropping heavy turn task (no placement for entry=%.2f " + "exit=%.2f).", entry, exit_leg) return None assert k_true is not None logging.info( - "Heavy-block task differentiates: believed dogleg k=%d (believed " - "detour %s), true dogleg dead, detour K*=%d.", k_bel, k_bel_detour, - k_true) - robot_init = { - "x": env.robot_init_x, - "y": env.robot_init_y, - "z": env.robot_init_z, - "fingers": env.open_fingers, - "roll": env.robot_init_roll, - "tilt": env.robot_init_tilt, - "wrist": env.robot_init_wrist, - } - init_dict: Dict[Object, Dict[str, Any]] = {env._robot: robot_init} - init_dict.update(staged) - init_state = create_state_from_dict(init_dict) - goal_atoms = {GroundAtom(comp.Toppled, [target])} - goal_nl = ( - "Move the blue dominoes so that when the green domino is pushed, " - "the purple domino is toppled -- using AS FEW blue dominoes as " - "possible. Only the blue dominoes may be moved. Do NOT directly " - "push or topple the purple domino yourself.") - return EnvironmentTask(init_state, - goal_atoms, - goal_nl=goal_nl, - reward_fn=MinBlockReward(env, goal_atoms, k_true)) + "Heavy turn task differentiates: believed gray-corner k=%d, lure " + "dead at true physics, detour K*=%d.", k_bel, k_true) + goal_nl = _HEAVY_GOAL_NL.format( + hint="The chain may need to make a 90-degree turn.") + return _finish_heavy_task(env, comp, staged, k_true, goal_nl) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py index 5b52843d8..ee819368f 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -71,6 +71,7 @@ def clear_probe_memo() -> None: """Reset the probe memos (call at the start of a generation run).""" _span_probe_memo.clear() _dogleg_probe_memo.clear() + _swerve_probe_memo.clear() def _feat_index(domino_type: Any, feat: str) -> int: @@ -653,6 +654,114 @@ def heavy_dogleg_k_star(env: Any, start_pose: Any, target_pose: Any, return result +# Peak swerve headings (off the start->target line) scanned by the +# half-circle family. Calibrated by the 2026-07-03 sweep: per-knock +# heading changes stay within the ~33-degree propagation tolerance at +# phi <= 40 with 3-4 blues, and the peak lateral offset clears the gray +# block from ~30 degrees up. +_SWERVE_PHIS = (25.0, 30.0, 35.0, 40.0) + +# Memo for swerve probes; keyed on the rounded ABSOLUTE pose as well as +# the relative geometry, so canonical-anchor probes are shared across +# attempts while real-pose re-verifications get their own entries. +_swerve_probe_memo: Dict[Tuple[Any, ...], Optional[int]] = {} + + +def _candidate_swerve_layouts(comp: Any, k: int, start_pose: Any, + target_pose: Any, heavy_pose: Any) -> Any: + """Yield k-blue "half-circle" swerves around a collinear gray block. + + The heavy block sits ON the segment from start to target (all three + aligned with the line). Each candidate follows the heading profile + m_i = phi * sin(2*pi*(i+0.5)/(k+1)): aligned with the line at both + ends (head-on first knock, head-on target hit), bulging sideways + mid-path to clear the gray block, with net lateral displacement + ~zero. Both sides and all ``_SWERVE_PHIS`` peaks are scanned. + """ + sx, sy, syaw = (float(v) for v in start_pose) + tx, ty, _ = (float(v) for v in target_pose) + hx, hy, hyaw = (float(v) for v in heavy_pose) + dominos = comp.dominos + s_pt = np.array([sx, sy]) + t_pt = np.array([tx, ty]) + span = float(np.linalg.norm(t_pt - s_pt)) + if span <= 0 or k < 2: + return + u_vec = (t_pt - s_pt) / span + line_yaw = float(np.arctan2(u_vec[0], u_vec[1])) + steps = k + 1 + for phi_deg in _SWERVE_PHIS: + for side in (1.0, -1.0): + m_arr = np.radians(phi_deg) * side * np.sin( + 2 * np.pi * (np.arange(steps) + 0.5) / steps) + gap = span / float(np.sum(np.cos(m_arr))) + if not _MIN_GAP < gap < _MAX_GAP: + continue + od = { + dominos[0]: + comp.place_domino(0, sx, sy, syaw, is_start_block=True), + dominos[1]: + comp.place_domino(1, tx, ty, line_yaw, is_target_block=True), + dominos[-1]: + comp.place_domino(0, hx, hy, hyaw, is_heavy_block=True), + } + pos = s_pt.copy() + pts = [] + for i in range(k): + yaw_i = line_yaw - float(m_arr[i]) + pos = pos + gap * np.array([np.sin(yaw_i), np.cos(yaw_i)]) + od[dominos[2 + i]] = comp.place_domino(2 + i, float(pos[0]), + float(pos[1]), yaw_i) + pts.append((float(pos[0]), float(pos[1]))) + # Prune candidates that would spawn a blue inside the gray. + if any( + np.hypot(px - hx, py - hy) < 0.05 # body clearance + for px, py in pts): + continue + if _on_table(comp, pts): + yield od + + +def swerve_k_star(env: Any, start_pose: Any, target_pose: Any, heavy_pose: Any, + budget: int) -> Optional[int]: + """Minimum blues whose half-circle swerve AROUND the collinear gray + block topples the target at the env's CURRENT physics, or None. + + The constructive counterpart of ``heavy_dogleg_k_star``'s straight + lure: same start/target line, but the chain leaves the line, clears + the gray block sideways, and rejoins to hit the target head-on. + Results are memoized (pose included in the key, so canonical-anchor + certification and real-pose re-verification never mix). + """ + comp = env._domino_component + if comp is None: + return None + doms = comp.dominos + budget = min(budget, len(doms) - 3) + sx, sy, syaw = (float(v) for v in start_pose) + tx, ty, _ = (float(v) for v in target_pose) + hx, hy, _ = (float(v) for v in heavy_pose) + memo_key = (round(sx / _SPAN_BUCKET), round(sy / _SPAN_BUCKET), + round(syaw, + 2), round(np.hypot(tx - sx, ty - sy) / _SPAN_BUCKET), + round(np.hypot(hx - sx, hy - sy) / _SPAN_BUCKET), budget, + tuple(sorted(comp._physical_param_override.items()))) + if memo_key in _swerve_probe_memo: + return _swerve_probe_memo[memo_key] + push_opt = _get_push_option(env) + result: Optional[int] = None + for k in range(2, budget + 1): + for od in _candidate_swerve_layouts(comp, k, start_pose, target_pose, + heavy_pose): + if _layout_topples(env, od, doms[0], doms[1], push_opt): + result = k + break + if result is not None: + break + _swerve_probe_memo[memo_key] = result + return result + + def compute_turn_k_star(env: Any, start_pose: Any, target_pose: Any, diff --git a/predicators/settings.py b/predicators/settings.py index 56599a4bc..0e83bb32b 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -513,20 +513,23 @@ class GlobalSettings: # straight (original min-block behaviour). domino_min_block_turn_ratio = 0.5 # Heavy-block (immovable obstacle) task type — the single switch for the - # variant. Each task is a dogleg: a HEAVY gray domino-shaped block - # stands directly on the start's fall line, yawed ~30 degrees off it — - # visually a ready-made bend link toward the target beyond it. Its true - # mass (DominoComponent.heavy_block_true_mass) makes it untopple-able - # and unmovable, but planning sims believe it has normal domino mass - # (env init sets the ``heavy_block_mass`` override), so an uncalibrated - # planner runs its chain straight into the gray block and bends there - # for free — the believed-cheapest plan — and the chain dies against - # it; a mass-calibrated planner bends EARLY with its own corner blue - # and cuts across to the target. Reuses the min-block machinery - # (MinBlockReward with budget = detour K*, quota loop, disk cache, - # domino_min_block_num_blues); when set, it replaces the straight/turn - # task mix entirely, and domino_min_block_tasks does not also need to - # be set. + # variant. A HEAVY gray domino-shaped block sits with natural alignment + # in one of two shapes (mixed per domino_min_block_turn_ratio): + # * straight: start -> gray -> target on ONE line, all co-facing; the + # true solution is a half-circle swerve around the gray; + # * turn: an L whose believed-cheapest corner layout is found first, + # and the gray stands exactly where that natural corner blue would + # go; the true solution skips around it with an own corner. + # The gray's true mass (DominoComponent.heavy_block_true_mass) makes it + # untopple-able and unmovable, but planning sims believe it has normal + # domino mass (env init sets the ``heavy_block_mass`` override), so the + # believed-cheapest plan runs THROUGH the gray (a free link/corner) and + # dies against it at execution. Run WITHOUT domino_planning_friction: + # corners never propagate at friction 0.5, which would kill the turn + # lure — this task type isolates the MASS dimension. Reuses the + # min-block machinery (MinBlockReward with budget = detour K*, quota + # loop, disk cache, domino_min_block_num_blues); + # domino_min_block_tasks does not also need to be set. domino_heavy_block_tasks = False # burger env parameters diff --git a/scripts/configs/predicatorv3/agents.yaml b/scripts/configs/predicatorv3/agents.yaml index 43aebf58f..a87247264 100644 --- a/scripts/configs/predicatorv3/agents.yaml +++ b/scripts/configs/predicatorv3/agents.yaml @@ -10,6 +10,9 @@ ENVS: domino: FLAGS: excluded_predicates: "InitialBlock,MovableBlock,Tilting,Upright,InFront" + domino_heavy: + FLAGS: + excluded_predicates: "InitialBlock,MovableBlock,Tilting,Upright,InFront" APPROACHES: # # Baseline: agent planning does NOT have a simulator / world model # agent_model_free_planning: diff --git a/scripts/configs/predicatorv3/envs/all.yaml b/scripts/configs/predicatorv3/envs/all.yaml index f658f3eb7..24d737e4e 100644 --- a/scripts/configs/predicatorv3/envs/all.yaml +++ b/scripts/configs/predicatorv3/envs/all.yaml @@ -35,6 +35,10 @@ ENVS: # span with the reach probe if you change domino_true_friction. domino: NAME: "pybullet_domino" + # Skipped in favour of the heavy-block variant below; set SKIP: False + # (or delete the line) to run the friction min-block tasks again, + # alongside or instead of it. + SKIP: True FLAGS: max_initial_demos: 0 excluded_objects_in_state_str: "loc,rot,angle,direction" @@ -60,6 +64,41 @@ ENVS: domino_min_block_span_lo: 0.13 domino_min_block_span_hi: 0.30 domino_min_block_num_blues: 4 + # NEW: heavy-block (immovable obstacle) domino tasks — MASS-only + # mismatch. A gray domino-shaped block with true mass 1000 kg sits with + # natural alignment: either straight ahead on the start->target line + # (true solution: a half-circle swerve around it) or exactly at the + # natural corner of an L (true solution: skip around it with an own + # corner blue). Planning sims believe it has normal domino mass + # (heavy_block_mass override, set at env init), so the baseline's + # cheapest validated plan runs THROUGH the gray block and dies there. + # NOTE: deliberately NO domino_planning_friction here — corners never + # propagate at friction 0.5, which would kill the turn variant's lure; + # this env isolates the mass dimension (min-block isolates friction). + # Reuses the min-block machinery: MinBlockReward budget = detour K*, + # shared task cache, domino_min_block_num_blues staging, + # domino_min_block_turn_ratio for the straight/turn mix. + domino_heavy: + NAME: "pybullet_domino" + FLAGS: + max_initial_demos: 0 + excluded_objects_in_state_str: "loc,rot,angle,direction" + # excluded_predicates is set per-approach: agents.yaml excludes + # these (test ours); oracle.yaml leaves them in (test oracle). + horizon: 500 + domino_initialize_at_finished_state: False + domino_use_domino_blocks_as_target: True + domino_use_continuous_place: True + process_planning_heuristic_weight: 2.0 + domino_has_glued_dominos: False + keep_failed_demos: True + predicate_invent_invent_derived_predicates: True + pybullet_birrt_extend_num_interp: 20 # increase this to avoid collisions when placing dominoes + pybullet_birrt_path_subsample_ratio: 2 + # --- heavy-block / system-ID experiment --- + domino_heavy_block_tasks: True + domino_true_friction: 0.1 + domino_min_block_num_blues: 4 # coffee: # NAME: "pybullet_coffee" # FLAGS: From 1e9a1f4f0c7e8b7617b6b9f371c5b7e90506dcaa Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 09:31:38 +0100 Subject: [PATCH 09/19] Min-block turn yield: raise attempt cap 3x, lattice-snap turn legs MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The 2026-07-03 oracle run shipped a 4/5 PARTIAL set: turn attempts survive ~1-in-30 (the per-leg differentiation certificate's dead band dominates — 23 of 33 drops), and the old 12x+20 cap gave only 80 attempts. Rejected attempts are nearly free since the probe memo, so the cap is now 36x+40. Turn legs also snap to the 1 cm probe-memo lattice: repeats are guaranteed memo hits (no bucket-edge double probes) and the drop log becomes a readable coverage map over the finite (entry, exit) cells for any future band retuning. Validated by regenerating the seed-0 friction sets with the exact launch flags: 5/5 test tasks (2 turns K*=3, 3 straights K*=1, 37 turn drops absorbed) in ~10 min; train 1/1; straight-path smoke unchanged. --- .../task_generators/min_block_generation.py | 20 +++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index 71843ab13..2a68036d6 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -103,9 +103,13 @@ def make_min_block_tasks(env: "PyBulletDominoComposedEnv", turns: List[EnvironmentTask] = [] straights: List[EnvironmentTask] = [] # The differentiating span/leg windows are narrow relative to the - # sampling bands (~25% of straight attempts survive the filters), - # so give the quota loop generous headroom; results are cached. - max_attempts = 12 * num_tasks + 20 + # sampling bands (~25% of straight attempts survive the filters, and + # turn attempts only ~1-in-30: the per-leg certificate's dead band + # dominates — the 2026-07-03 oracle run got 1 turn from 34 attempts + # and shipped a 4/5 PARTIAL set at the old 12x+20 cap). Rejected + # attempts are nearly free (memoized probes), so the cap is + # generous; results are cached. + max_attempts = 36 * num_tasks + 40 for _ in range(max_attempts): if len(turns) >= n_turn and len(straights) >= n_straight: break @@ -433,9 +437,13 @@ def _make_turn_task(env: "PyBulletDominoComposedEnv", # corners cost the same block count at both frictions). # Leg ranges target the scan's K*=3-vs-believed-2 region; longer legs # give K*>=4, which the staging capacity (num_blues=4, so K*<=3 for a - # spare blue) cannot host. - entry_leg = float(rng.uniform(0.26, 0.34)) - exit_leg = float(rng.uniform(0.18, 0.26)) + # spare blue) cannot host. Legs snap to the probe-memo lattice (1 cm, + # matching _SPAN_BUCKET): repeats of a shape are guaranteed memo hits + # (no bucket-edge double probes), and the drop log becomes a readable + # coverage map over the finite (entry, exit) cells — the data for any + # future retuning of these bands. + entry_leg = round(float(rng.uniform(0.26, 0.34)), 2) + exit_leg = round(float(rng.uniform(0.18, 0.26)), 2) sx = float(rng.uniform(comp.domino_x_lb, comp.domino_x_ub)) sy = float(rng.uniform(comp.domino_y_lb, comp.domino_y_ub)) syaw = float(rng.choice([0.0, np.pi / 2, -np.pi / 2])) From d73bc679fe0a4536f739ab24c09754fdb1cd176e Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 10:33:08 +0100 Subject: [PATCH 10/19] Optimize heavy-block generation ~5x MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Per-attempt cost was dominated by three hot spots, all fixed: - placement loops now stage FIRST (pure geometry) and only pay the sim re-verification (real-pose swerve / detour search) on a staged pose — staging failures on the single-row grid were re-running full searches per pose try; - the true-dead certificate scans only the believed cost k_bel (new only_k arg on heavy_dogleg_k_star): a block-minimizing planner only builds believed-cheapest layouts, so other counts cannot leak; - the believed corner-blueprint sweep is capped at the chord's straight-chain minimum + 2 (memoized probe): shapes where no corner propagates used to sweep every candidate at every k (~minutes) before concluding None. Blueprints are also computed for one side and mirrored for the other (physics is mirror-symmetric; the gray-substituted lure rollout re-verifies the mirrored geometry). Smoke: straight task kept in 8s (was 60s), turn attempts ~10-13s flat (was up to 60s+ with multi-minute blueprint misses), full single-flag generation 41s (was 227s); scene/physics/cache assertions unchanged. --- .../task_generators/min_block_generation.py | 93 +++++++++++++++---- .../task_generators/min_block_utils.py | 18 +++- 2 files changed, 88 insertions(+), 23 deletions(-) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index 2a68036d6..b4acae55c 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -738,12 +738,20 @@ def _make_heavy_straight_task( "Dropping heavy straight task (no believed straight-through " "within %d blues, span %.2f).", num_blues, span) return None - # 2) The true straight-through must be dead (chain dies at the gray). - k_dead = heavy_dogleg_k_star(env, c_start, c_target, c_heavy, num_blues) + # 2) The true straight-through must be dead AT THE BELIEVED COST: a + # block-minimizing planner only builds believed-cheapest (k_bel) + # layouts, so a freak jump-over at some other count cannot leak — + # restricting the scan to k_bel cuts the sweep ~4x. + k_dead = heavy_dogleg_k_star(env, + c_start, + c_target, + c_heavy, + num_blues, + only_k=k_bel) if k_dead is not None: logging.warning( "Dropping heavy straight task (true straight-through still " - "topples with k=%d).", k_dead) + "topples at the believed cost k=%d).", k_dead) return None # 3) A swerve around the gray must exist, strictly dearer than the # lure (structural -- the lure gets the gray link for free -- but @@ -774,15 +782,20 @@ def _make_heavy_straight_task( start_pose = (sx, sy, syaw) heavy_pose = (float(h_pt[0]), float(h_pt[1]), syaw) target_pose = (float(t_pt[0]), float(t_pt[1]), syaw) + # Staging FIRST (pure geometry, no sim): the staging grid is a + # single row, so this is the common per-pose failure and must + # cost nothing. Only a staged pose pays the sim re-verification. + staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, + target_pose, heavy_pose) + if staged is None: + continue # Re-verify the swerve at THIS pose (real push reachability). k_true = swerve_k_star(env, start_pose, target_pose, heavy_pose, num_blues) if k_true is None or k_true < 1: + staged = None continue - staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, - target_pose, heavy_pose) - if staged is not None: - break + break if staged is None: logging.warning( "Dropping heavy straight task (no placement for span %.2f).", span) @@ -803,6 +816,20 @@ def _make_heavy_straight_task( _corner_blueprint_memo: Dict[Any, Optional[Any]] = {} +def _mirror_od_about_anchor( + od: Dict[Object, Dict[str, Any]]) -> Dict[Object, Dict[str, Any]]: + """Reflect a canonical-anchor layout across the anchor's fall line + (y = anchor_y): (x, y, yaw) -> (x, 2*ay - y, pi - yaw).""" + _, ay = _PROBE_ANCHOR + out: Dict[Object, Dict[str, Any]] = {} + for obj, pose in od.items(): + q = dict(pose) + q["y"] = 2 * ay - pose["y"] + q["yaw"] = _wrap_angle(np.pi - pose["yaw"]) + out[obj] = q + return out + + def _believed_corner_blueprint(env: "PyBulletDominoComposedEnv", comp: Any, entry: float, exit_leg: float, side: float, num_blues: int) -> Optional[Any]: @@ -815,18 +842,35 @@ def _believed_corner_blueprint(env: "PyBulletDominoComposedEnv", comp: Any, detour must have room to bend before it. If the cheapest believed layout is cornerless (straight) or start-adjacent, the shape cannot host the lure and is rejected. + + The sweep runs for the LEFT-turning side only and mirrors the result + for the other side (chain physics is mirror-symmetric; the caller's + gray-substituted lure rollout re-verifies the mirrored geometry, so + any residual push asymmetry is caught rather than trusted). This + halves the expensive blueprint misses. """ # pylint: disable=protected-access - key = (entry, exit_leg, side, num_blues, CFG.domino_planning_friction, + key = (entry, exit_leg, num_blues, CFG.domino_planning_friction, CFG.domino_true_friction) - if key in _corner_blueprint_memo: - return _corner_blueprint_memo[key] ax, ay = _PROBE_ANCHOR c_start = (ax, ay, np.pi / 2) - c_target = (ax + entry, ay + side * exit_leg, 0.0 if side > 0 else np.pi) + c_target = (ax + entry, ay + exit_leg, 0.0) push_opt = mbu._get_push_option(env) def _probe() -> Optional[Any]: + # Cap the sweep: shapes where NO corner layout propagates used to + # sweep every candidate at every k (~minutes) before concluding + # None. The chord's straight-chain minimum (memoized, ~free) + # bounds where a corner plan could plausibly first appear — a + # corner path is longer and lossier than the chord, so if + # nothing has toppled within two counts past that minimum, + # corners don't work for this shape (heuristic: may rarely skip + # a viable shape, never keeps a wrong one). + chord = float(np.hypot(entry, exit_leg)) + c_min = straight_span_k_star(env, chord, budget=num_blues + 1) + if c_min is None: + return None + k_hi = min(num_blues + 1, c_min + 2) # k_full may exceed the staged blues by one: the gray replaces # the corner blue, so the LURE costs k_full - 1 blues. Scan ALL # candidates of each k: the gray layout must sit at the family's @@ -834,7 +878,7 @@ def _probe() -> Optional[Any]: # gray), but within that minimum any mid-chain-corner layout # qualifies — the cheapest topplers are often start-adjacent # (k1=0) while equally-cheap mid-chain ones follow. - for k in range(2, num_blues + 2): + for k in range(2, k_hi + 1): any_topple = False for od, s_, t_ in mbu._candidate_turn_layouts( comp, k, c_start, c_target): @@ -859,9 +903,15 @@ def _probe() -> Optional[Any]: return None return None - result = _with_believed_physics(env, _probe) - _corner_blueprint_memo[key] = result - return result + if key in _corner_blueprint_memo: + result = _corner_blueprint_memo[key] + else: + result = _with_believed_physics(env, _probe) + _corner_blueprint_memo[key] = result + if result is None or side > 0: + return result + od_bel, corner_obj, k_full = result + return _mirror_od_about_anchor(od_bel), corner_obj, k_full def _make_heavy_turn_task( @@ -951,6 +1001,13 @@ def _make_heavy_turn_task( for px, py in ((target_pose[0], target_pose[1]), (heavy_pose[0], heavy_pose[1]))): continue + # Staging FIRST (pure geometry, no sim): the staging grid is a + # single row, so this is the common per-pose failure and must + # cost nothing. Only a staged pose pays the detour search. + staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, + target_pose, heavy_pose) + if staged is None: + continue gray_scene = { heavy_obj: comp.place_domino(0, @@ -967,11 +1024,9 @@ def _make_heavy_turn_task( budget=num_blues, extra=gray_scene) if k_true is None or k_true < 1: + staged = None continue - staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, - target_pose, heavy_pose) - if staged is not None: - break + break if staged is None: logging.warning( "Dropping heavy turn task (no placement for entry=%.2f " diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py index ee819368f..160da17e0 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -555,8 +555,12 @@ def _base() -> dict: _dogleg_probe_memo: Dict[Tuple[Any, ...], Optional[int]] = {} -def heavy_dogleg_k_star(env: Any, start_pose: Any, target_pose: Any, - heavy_pose: Any, budget: int) -> Optional[int]: +def heavy_dogleg_k_star(env: Any, + start_pose: Any, + target_pose: Any, + heavy_pose: Any, + budget: int, + only_k: Optional[int] = None) -> Optional[int]: """Minimum blues whose dogleg chain THROUGH the heavy (gray) block topples the target at the env's CURRENT physics, or None. @@ -571,6 +575,11 @@ def heavy_dogleg_k_star(env: Any, start_pose: Any, target_pose: Any, runs through) and the true physics (untopple-able — the chain dies at the gray). + ``only_k`` restricts the scan to that single blue count — the + true-dead certificate uses it with k = the believed cost: a + block-minimizing planner only ever builds a believed-cheapest + layout, so other counts cannot leak. + Callers should pass canonical-anchor poses (see ``_PROBE_ANCHOR``): results are memoized on the relative geometry, which is only sound where the push is known to be executable. @@ -595,13 +604,14 @@ def heavy_dogleg_k_star(env: Any, start_pose: Any, target_pose: Any, h_dir = np.array([np.sin(hyaw), np.cos(hyaw)]) bend = float((hyaw - syaw + np.pi) % (2 * np.pi) - np.pi) memo_key = (round(len1 / _SPAN_BUCKET), round(len2 / _SPAN_BUCKET), - round(bend, 2), budget, + round(bend, 2), budget, only_k, tuple(sorted(comp._physical_param_override.items()))) if memo_key in _dogleg_probe_memo: return _dogleg_probe_memo[memo_key] push_opt = _get_push_option(env) result: Optional[int] = None - for k in range(budget + 1): + k_values = range(budget + 1) if only_k is None else [min(only_k, budget)] + for k in k_values: for k1 in range(k + 1): k2 = k - k1 gap1 = len1 / (k1 + 1) From 28b65ccf48c07a0ecc2814a690e2521e5e2436ec Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 11:36:53 +0100 Subject: [PATCH 11/19] Fix probe nondeterminism: pin arm to initial joints before every probe push MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The same layout alternated topple/no-topple on repeated probe rollouts: _set_state reaches the robot pose by IK FROM THE CURRENT arm configuration, so consecutive probes inherited ~1e-3 rad wrist differences from wherever the previous rollout parked the arm — enough to flip knife-edge (corner/swerve) layouts. Symptoms: the heavy turn pipeline contradicted itself (blueprints blessed by a lucky flicker, then the physically identical gray-substituted lure failing 71% of re-rolls), and figure scripts reported certified solutions as 'not reproducible'. _layout_topples and _chain_topples now set the arm to its exact initial joints after state assembly. Probes are fully deterministic and match episode-start conditions (episodes also begin from the initial joints). Verified: 6x identical repeats now agree, and motion-planning ON vs OFF give identical outcomes once pinned — the flag never changed push physics; the drift did. --- .../task_generators/min_block_utils.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py index 160da17e0..798353c16 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_utils.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_utils.py @@ -168,6 +168,9 @@ def _chain_topples(env: Any, init_state: State, start: Object, target: Object, _set_pose(state, blue, _OOV + i * 0.1, _OOV + i * 0.1, z, yaw, 0.0) env._set_state(state) + # Pin the arm to its initial joints (see _layout_topples): probes + # must not inherit arm-configuration drift from prior rollouts. + env._pybullet_robot.set_joints(env._pybullet_robot.initial_joint_positions) if not _execute_push(env, state, push_opt, start): return False final = _settle(env, _SETTLE_STEPS) @@ -271,6 +274,14 @@ def _layout_topples(env: Any, state = _assembled_state(env, comp, obj_dict, target, z, comp.target_domino_color) env._set_state(state) + # Pin the arm to its exact initial joints: _set_state reaches the + # robot pose by IK FROM THE CURRENT configuration, so consecutive + # probes inherit ~1e-3 rad wrist differences from wherever the + # previous rollout parked the arm — enough to flip knife-edge + # layouts under motion-planned pushes (observed as the same layout + # alternating topple/no-topple). Episodes start from the initial + # joints too, so this also matches execution-time conditions. + env._pybullet_robot.set_joints(env._pybullet_robot.initial_joint_positions) joints = env._pybullet_robot.get_joints() from predicators.utils import \ PyBulletState # pylint: disable=import-outside-toplevel From f425a0528ee69062b7f76e08d29e7c53145c2fe2 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 12:04:20 +0100 Subject: [PATCH 12/19] Heavy-block reward budget = staged blues; K* certifies solvability only MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Diagnosis from the regenerated figure: with deterministic probes, one task's recorded detour K*=3 re-derived at k=4 in a fresh process (and another's K*=4 at k=2) — knife-edge corner layouts are sensitive to the simulator's contact-solver history even with pinned arm joints, so an exact-K* budget recorded under generation's sim history can be unreachable under execution's. Heavy tasks differentiate on topple-vs-not (the believing planner dies at the gray regardless of budget), so MinBlockReward's max_blocks is now the STAGED blue count: borderline-K* flips can no longer make a task unsolvable-within-budget, for the agent or for figure re-derivation. The swerve/detour searches remain as solvability certificates (a within-staged-blues solution exists). Docs, figure labels (budget=N), and settings comment updated. --- .../assets/domino_min_block/build_deck.py | 3 +- .../domino_min_block/heavy_task_examples.png | Bin 0 -> 172508 bytes .../make_heavy_task_examples_fig.py | 104 ++++++++++-------- .../task_generators/min_block_generation.py | 33 ++++-- predicators/settings.py | 9 +- 5 files changed, 92 insertions(+), 57 deletions(-) create mode 100644 docs/envs/assets/domino_min_block/heavy_task_examples.png diff --git a/docs/envs/assets/domino_min_block/build_deck.py b/docs/envs/assets/domino_min_block/build_deck.py index 94ef3e236..75c0d8873 100644 --- a/docs/envs/assets/domino_min_block/build_deck.py +++ b/docs/envs/assets/domino_min_block/build_deck.py @@ -399,7 +399,8 @@ def b64(name: str) -> str:
  • Either way the baseline's cheapest validated plan dies against the gray
  • Certificate per task (all simulated): believed lure exists at the family minimum, lure dead at true physics, true swerve/detour K* within the staged - blues; budget = K*
  • + blues; budget = the staged blues (binary topple success — K* certifies + solvability only; corner minima are solver-history sensitive at the margin)
  • No friction mismatch here: corners never propagate at µ=0.5, which would kill the turn lure — this env isolates the mass dimension
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topple-vs-not (the believing planner + never topples the target), and the corner/swerve minima are + solver-history sensitive at the margin — a layout that barely + topples during generation can need one more blue under a fresh + simulator's contact state (and vice versa). Binding the reward to + the exact K* would make such tasks unsolvable-within-budget at + execution; the K* searches remain as solvability certificates + (a within-staged-blues solution exists). + """ # pylint: disable=import-outside-toplevel,protected-access from predicators.envs.pybullet_domino.env import MinBlockReward from predicators.utils import create_state_from_dict @@ -686,7 +697,8 @@ def _finish_heavy_task(env: "PyBulletDominoComposedEnv", comp: Any, return EnvironmentTask(init_state, goal_atoms, goal_nl=goal_nl, - reward_fn=MinBlockReward(env, goal_atoms, k_true)) + reward_fn=MinBlockReward(env, goal_atoms, + num_blues)) _HEAVY_GOAL_NL = ( @@ -713,10 +725,10 @@ def _make_heavy_straight_task( Certificate (lure probes at the canonical anchor, memoized): 1. believed straight-through exists (k_bel blues); 2. true straight-through is dead for every stageable split; - 3. a true swerve exists with k_bel < K* <= staged blues (K* may - EQUAL the staged blues: heavy tasks differentiate on topple - failure, not the over-build cap). Budget = K*, re-verified at - the real pose (which doubles as the push-reachability check). + 3. a true swerve exists with k_bel < K* <= staged blues, + re-verified at the real pose (which doubles as the push- + reachability check). K* certifies SOLVABILITY only; the reward + budget is the staged blues (see ``_finish_heavy_task``). """ # pylint: disable=protected-access comp = env._domino_component @@ -806,7 +818,7 @@ def _make_heavy_straight_task( "true dead, swerve K*=%d.", k_bel, k_true) goal_nl = _HEAVY_GOAL_NL.format( hint="The chain may need to curve around obstacles.") - return _finish_heavy_task(env, comp, staged, k_true, goal_nl) + return _finish_heavy_task(env, comp, staged, num_blues, goal_nl) # Blueprint memo for the turn variant: the believed-physics corner @@ -932,7 +944,8 @@ def _make_heavy_turn_task( Certificate: believed corner blueprint exists with a mid-chain corner; the gray-substituted lure still propagates believedly and dies at the true physics; the true detour K* fits the staged blues. - Budget = K*. + K* certifies SOLVABILITY only; the reward budget is the staged + blues (see ``_finish_heavy_task``). """ # pylint: disable=protected-access comp = env._domino_component @@ -1038,4 +1051,4 @@ def _make_heavy_turn_task( "dead at true physics, detour K*=%d.", k_bel, k_true) goal_nl = _HEAVY_GOAL_NL.format( hint="The chain may need to make a 90-degree turn.") - return _finish_heavy_task(env, comp, staged, k_true, goal_nl) + return _finish_heavy_task(env, comp, staged, num_blues, goal_nl) diff --git a/predicators/settings.py b/predicators/settings.py index 0e83bb32b..5e2bb7cfd 100644 --- a/predicators/settings.py +++ b/predicators/settings.py @@ -527,9 +527,12 @@ class GlobalSettings: # dies against it at execution. Run WITHOUT domino_planning_friction: # corners never propagate at friction 0.5, which would kill the turn # lure — this task type isolates the MASS dimension. Reuses the - # min-block machinery (MinBlockReward with budget = detour K*, quota - # loop, disk cache, domino_min_block_num_blues); - # domino_min_block_tasks does not also need to be set. + # min-block machinery (MinBlockReward with budget = the STAGED blues: + # heavy tasks differentiate on topple-vs-not, and the searched K* + # certifies solvability only — corner minima are solver-history + # sensitive at the margin; quota loop, disk cache, + # domino_min_block_num_blues); domino_min_block_tasks does not also + # need to be set. domino_heavy_block_tasks = False # burger env parameters From 56aebfbfbdb73005a75a5467d3eea32c2dfc3562 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 12:30:00 +0100 Subject: [PATCH 13/19] Heavy-block certificates: require 2 independent solution layouts MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Task 1 of the seed-0 set kept failing figure re-derivation even with the staged-blues budget: its detour family had exactly ONE toppling layout out of 83 candidates, and knife-edge single layouts flip with the simulator's contact-solver history — a task whose only solution toppled once during generation can be unsolvable under a fresh sim. compute_turn_k_star and swerve_k_star gain a min_hits arg (scan continues until that many distinct layouts have toppled across k <= budget); both heavy makers demand min_hits=2 at the real-pose check, so shipped tasks always have at least two independent solutions and survive history variance. --- .../domino_min_block/heavy_task_examples.png | Bin 172508 -> 175999 bytes .../task_generators/min_block_generation.py | 21 +++++++-- .../task_generators/min_block_utils.py | 44 ++++++++++++++---- 3 files changed, 52 insertions(+), 13 deletions(-) diff --git a/docs/envs/assets/domino_min_block/heavy_task_examples.png b/docs/envs/assets/domino_min_block/heavy_task_examples.png index 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z{_X#VTd*l5aT>rQcFP<9u~BQsh^0rN%2ip8aBb}ln-sKYGxBhdP%2A{M~rG)(9MUV^CWEw))2*SbqRsXG(r!kdwi++@|aMq5zxKO zao^DYwWM%wiHH8`6;kpMT9_9??ebsC^KZW7DDQmW=csNvB-{yiRc&4#&juo1%znU& zvps%BikHL>zN3zo+OR9P9QCg4{IT$1Dvl+|h!X~#Un!WCeuwaabHG4yvS&$C*)& zrK!<_Op${SZ0GW|I}XF0L})1^cH3k3{5quy?FZ1+3Rak~+ntMOhvO=o zk$^9o?<~?t!0?w@T1ky^tRBW02>R>5JZF@|mZbe#&9M`wC;i5&Mj#3w18)3xCc?{z zsOH&^Ei>KyJ7sohnG}q23tD0knOW$lppUQLUSk6XA+`{S$S~>KD*Sc;&)mpy$ybWp zmH)e@a3hPXq5lQEQV&1U7k+2|!GDG Optional[int]: +def swerve_k_star(env: Any, + start_pose: Any, + target_pose: Any, + heavy_pose: Any, + budget: int, + min_hits: int = 1) -> Optional[int]: """Minimum blues whose half-circle swerve AROUND the collinear gray block topples the target at the env's CURRENT physics, or None. @@ -753,6 +757,9 @@ def swerve_k_star(env: Any, start_pose: Any, target_pose: Any, heavy_pose: Any, the gray block sideways, and rejoins to hit the target head-on. Results are memoized (pose included in the key, so canonical-anchor certification and real-pose re-verification never mix). + ``min_hits`` demands that many distinct toppling swerves before the + first (cheapest) k is returned — the robustness margin against + solver-history sensitivity (see ``compute_turn_k_star``). """ comp = env._domino_component if comp is None: @@ -766,19 +773,25 @@ def swerve_k_star(env: Any, start_pose: Any, target_pose: Any, heavy_pose: Any, round(syaw, 2), round(np.hypot(tx - sx, ty - sy) / _SPAN_BUCKET), round(np.hypot(hx - sx, hy - sy) / _SPAN_BUCKET), budget, - tuple(sorted(comp._physical_param_override.items()))) + min_hits, tuple(sorted(comp._physical_param_override.items()))) if memo_key in _swerve_probe_memo: return _swerve_probe_memo[memo_key] push_opt = _get_push_option(env) result: Optional[int] = None + hits = 0 for k in range(2, budget + 1): for od in _candidate_swerve_layouts(comp, k, start_pose, target_pose, heavy_pose): if _layout_topples(env, od, doms[0], doms[1], push_opt): - result = k - break - if result is not None: + hits += 1 + if result is None: + result = k + if hits >= min_hits: + break + if hits >= min_hits: break + if hits < min_hits: + result = None _swerve_probe_memo[memo_key] = result return result @@ -787,7 +800,8 @@ def compute_turn_k_star(env: Any, start_pose: Any, target_pose: Any, budget: Optional[int] = None, - extra: Optional[dict] = None) -> Optional[int]: + extra: Optional[dict] = None, + min_hits: int = 1) -> Optional[int]: """Minimum blues that topple a cornered target, by layout search. For each k (ascending), simulates every candidate in @@ -812,6 +826,14 @@ def compute_turn_k_star(env: Any, blue overlapping an extra body are pruned without simulation (PyBullet resolves spawn penetration explosively, which would fake a topple). + + ``min_hits`` is a ROBUSTNESS margin: the scan keeps going until that + many distinct layouts (across all k <= budget) have toppled, and + returns the first (cheapest) k only then. Knife-edge layouts are + sensitive to the simulator's contact-solver history — a task whose + only solution toppled once during generation can be unsolvable + under a fresh simulator — so shipping tasks should demand >= 2 + independent topplers. """ comp = env._domino_component if comp is None: @@ -825,6 +847,8 @@ def compute_turn_k_star(env: Any, extra_pts = [(d["x"], d["y"]) for d in extra.values()] if extra else [] clearance = comp.domino_width push_opt = _get_push_option(env) + first_k: Optional[int] = None + hits = 0 for k in range(budget + 1): for od, start, target in _candidate_turn_layouts( comp, k, start_pose, target_pose): @@ -837,5 +861,9 @@ def compute_turn_k_star(env: Any, continue od.update(extra) if _layout_topples(env, od, start, target, push_opt): - return k + hits += 1 + if first_k is None: + first_k = k + if hits >= min_hits: + return first_k return None From a2f3b3d906da4f772e75018395e8777828f3113d Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 13:04:36 +0100 Subject: [PATCH 14/19] Fix cross-history nondeterminism: zero domino velocities on reset MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The reset path repositions bodies via resetBasePositionAndOrientation, which does NOT clear velocities — a domino that was mid-fall when the previous rollout ended carried its momentum into the next 'static' scene. This made probe outcomes depend on what the simulator ran beforehand: the same layout toppled or died based on sim history, which broke figure re-derivation of certified solutions and would equally have broken execution-time reproducibility of generation certificates. (deterministicOverlappingPairs was tested and is NOT the cause.) DominoComponent.reset_state now zeroes every domino body's linear and angular velocity. Scramble test: a marginal corner layout re-probed after batches of unrelated rollouts now agrees 4/4 (was flipping). --- .../pybullet_domino/components/domino_component.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/predicators/envs/pybullet_domino/components/domino_component.py b/predicators/envs/pybullet_domino/components/domino_component.py index affd1d164..be17c661a 100644 --- a/predicators/envs/pybullet_domino/components/domino_component.py +++ b/predicators/envs/pybullet_domino/components/domino_component.py @@ -549,6 +549,18 @@ def reset_state(self, state: State) -> None: physicsClientId=self._physics_client_id) self.heavy_domino_ids.append(domino.id) + # Zero residual velocities on every domino body: pose resets go + # through resetBasePositionAndOrientation, which does NOT clear + # velocities — a body that was mid-fall when the previous rollout + # ended would carry its momentum into this "static" scene. This + # was the source of history-dependent probe/episode outcomes + # (the same layout toppling or dying depending on what the sim + # ran beforehand). + for domino in self.dominos: + if domino.id is not None: + p.resetBaseVelocity(domino.id, [0, 0, 0], [0, 0, 0], + physicsClientId=self._physics_client_id) + # Re-assert any standing physical-param override: reset just rewrote # mass on the (un)glued dominoes above, so the override (if any) must # be re-applied to keep this instance's physics diverged. From 7ce3bc66f7b80d761e31c1641cd25c0820fde84d Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 14:41:51 +0100 Subject: [PATCH 15/19] Heavy turn tasks: verify the lure at the real pose; figures derive in a fresh sim MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The turn lure (gray-substituted corner layout) was certified only at the canonical anchor and transformed to the task's real pose — but pose transfer is only approximately physics-preserving, and a shipped task's real-pose lure turned out never to topple believedly (0 of 9 corner-matching layouts): the baseline would not even be lured. The placement loop now re-verifies the transformed lure at the real pose (believed-topple + true-dead, 2 rollouts, after free staging) and retries the pose on failure. The examples figure also re-creates the simulator between generation and panel derivation: a certified detour that re-derives cleanly in a fresh process (2 hits at k=2) failed inside the long-lived generation process — residual sim context still shifts knife-edge outcomes, and a fresh simulator is also the faithful (execution-like) context. --- .../domino_min_block/heavy_task_examples.png | Bin 175999 -> 175189 bytes .../make_heavy_task_examples_fig.py | 13 ++++++++ .../task_generators/min_block_generation.py | 29 +++++++++++++++++- 3 files changed, 41 insertions(+), 1 deletion(-) diff --git a/docs/envs/assets/domino_min_block/heavy_task_examples.png b/docs/envs/assets/domino_min_block/heavy_task_examples.png index a76198b743a036c7ab39fa886cb976d43c1f6e22..ea5f0262bd5dac0b032bb1ff2d19e944c32fd90f 100644 GIT binary patch literal 175189 zcmdqJd05YD+b{f!N*Xk)NOLr46rn-$NE(GSm(XmgG%0Bm(jZfls6?Y7rFkwCAw)Bw 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residual sim context can shift knife-edge +# outcomes even with per-probe state resets — execution also sees a +# fresh simulator, so this is the faithful context for re-derivation. +import pybullet as p + +p.disconnect(env._physics_client_id) # pylint: disable=protected-access +env = create_new_env('pybullet_domino', do_cache=False, use_gui=False) +comp = env._domino_component # pylint: disable=protected-access +push_opt = mbu._get_push_option(env) +doms = comp.dominos + n = len(tasks) fig, axes = plt.subplots(3, n, figsize=(3.4 * n, 10.2)) axes = np.atleast_2d(axes).T # axes[col] = (init, solution, believed) diff --git a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py index d6054fba9..cddef3cbb 100644 --- a/predicators/envs/pybullet_domino/task_generators/min_block_generation.py +++ b/predicators/envs/pybullet_domino/task_generators/min_block_generation.py @@ -1023,11 +1023,38 @@ def _make_heavy_turn_task( continue # Staging FIRST (pure geometry, no sim): the staging grid is a # single row, so this is the common per-pose failure and must - # cost nothing. Only a staged pose pays the detour search. + # cost nothing. Only a staged pose pays the sim checks below. staged = _stage_heavy_scene(gen, comp, num_blues, start_pose, target_pose, heavy_pose) if staged is None: continue + # Re-verify the LURE at THIS pose (2 rollouts): the anchor + # checks above are cheap pre-filters, but pose transfer is only + # approximately physics-preserving and knife-edge corners can + # flip under it — a task whose real-pose lure fails believedly + # would not lure the baseline at all. + lure_real = {} + for lure_obj, lure_p in lure_od.items(): + rx, ry, ryaw = _to_real_pose(lure_p["x"], lure_p["y"], + lure_p["yaw"], d_yaw, ax, ay, sx, sy) + lure_real[lure_obj] = comp.place_domino( + 0, + rx, + ry, + ryaw, + is_start_block=lure_obj is start, + is_target_block=lure_obj is target, + is_heavy_block=lure_obj is heavy_obj) + ok_real = _with_believed_physics( + env, lambda: mbu._layout_topples(env, lure_real, start, target, + push_opt)) + if not ok_real: + staged = None + continue + if mbu._layout_topples(env, lure_real, start, target, push_opt): + # Jump-over leak at this pose (true physics). + staged = None + continue gray_scene = { heavy_obj: comp.place_domino(0, From e9c057263df8d363de10dcaf92253207f39b24d4 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 16:15:21 +0100 Subject: [PATCH 16/19] Heavy turn placement tries 12 -> 24; figure role colors by equality MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The real-pose lure re-verification lowered turn placement yield (a certified shape now also needs a pose where the transferred lure physically works) and the seed-0 set came out 4/5. Failed poses are cheap (~2 rollouts), so the pose-retry cap doubles. Figure: object roles are matched by equality instead of identity — the env is re-created between loading and panel derivation, so family-derived layouts are keyed by the fresh env's objects (equal by name to the cached tasks'). --- .../domino_min_block/heavy_task_examples.png | Bin 175189 -> 146147 bytes .../make_heavy_task_examples_fig.py | 7 +++++-- .../task_generators/min_block_generation.py | 6 +++++- 3 files changed, 10 insertions(+), 3 deletions(-) diff --git a/docs/envs/assets/domino_min_block/heavy_task_examples.png b/docs/envs/assets/domino_min_block/heavy_task_examples.png index ea5f0262bd5dac0b032bb1ff2d19e944c32fd90f..cfd03be05677d801e8ca5aef70fb16c5bd72744f 100644 GIT binary patch literal 146147 zcmd432RPSnA3yrlluC$FW~A)VkSLNFDw{%~6hc;H7s)D8MoVRfWMr0PrYItt%w#4j zlyzQr&vSlH&;OkBKi4_e|2o%kUC*fa`i%R2zhCQp2dE!YT2Hf;hC-pNKcXzJNujK^ zrchR{re1}=aS8i%4F9v=Q9<8P>*6^_XA^rf%25+XTdRwXRu-n5PG@bhLGl6cMrh=Np7C+MgHU9bh)ahpe$xKH)&2F!_`JP?a?udP1S1P>#sUYF~ah 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Failed poses are cheap (staging is pure + # geometry; a lure fail costs ~2 rollouts before the detour search). + for _ in range(24): syaw = float(rng.choice([np.pi / 2, -np.pi / 2])) d_yaw = syaw - np.pi / 2 if syaw > 0: From ca28b18277d281f8a872deb59e48df260739f143 Mon Sep 17 00:00:00 2001 From: Yichao Liang Date: Sat, 4 Jul 2026 17:12:27 +0100 Subject: [PATCH 17/19] Docs: heavy-block task-examples figure (complete 5-task set) + deck rebuild All 15 panels re-derive and sim-verify in a fresh simulator: two turn tasks (gray at the natural corner; skip-around detours topple, believed gray-corner plans die at the gray) and three straights (half-circle swerves topple, believed through-gray chains die). 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zAj6}>nBX^Su}HKX8IG46oOB{1BR|&P7qW8ieqF=06)1;uu~HP31#ZO&7v?9A-GB54 z=UTgH#kK)|_=hC^ki+?og+`EGQMtC`GP)S=I_~$$6ZV#_VG|xZv@i qj`>`#mWBQQ|NgqM|CjH?v`+1>hb2|Tn;OWuQnwiWmbrOv@c#f^zzeMa diff --git a/docs/envs/domino_min_block_task_gen_slides.html b/docs/envs/domino_min_block_task_gen_slides.html index 0e9593cd6..759ce9d6f 100644 --- a/docs/envs/domino_min_block_task_gen_slides.html +++ b/docs/envs/domino_min_block_task_gen_slides.html @@ -369,6 +369,59 @@

    Sampled tasks: calibrated vs miscalibrated, side by side

    differentiation filter has a hole worth investigating.