Update the documentation for v0.28 (#405)

Author: pseudo-rnd-thoughts

docs/api/experimental.md

@@ -155,11 +155,3 @@ We aimed to replace the wrappers in gymnasium v0.30.0 with these experimental wr
 * :class:`experimental.wrappers.JaxToTorchV0`
 * :class:`experimental.wrappers.NumpyToTorchV0`
 ```
-
-## Vector Environment
-
-These changes will be made in v0.28
-
-## Wrappers for Vector Environments
-
-These changes will be made in v0.28

docs/api/experimental/functional.md

@@ -29,9 +29,9 @@ title: Functional
 ## gymnasium.experimental.func2env.FunctionalJaxCompatibilityEnv
 
 ```{eval-rst}
-.. autoclass:: gymnasium.experimental.func_jax_env.FunctionalJaxEnv
+.. autoclass:: gymnasium.experimental.functional_jax_env.FunctionalJaxEnv
 
-.. autofunction:: gymnasium.experimental.func_jax_env.FunctionalJaxEnv.reset
-.. autofunction:: gymnasium.experimental.func_jax_env.FunctionalJaxEnv.step
-.. autofunction:: gymnasium.experimental.func_jax_env.FunctionalJaxEnv.render
+.. autofunction:: gymnasium.experimental.functional_jax_env.FunctionalJaxEnv.reset
+.. autofunction:: gymnasium.experimental.functional_jax_env.FunctionalJaxEnv.step
+.. autofunction:: gymnasium.experimental.functional_jax_env.FunctionalJaxEnv.render
 ```

docs/api/experimental/vector.md

@@ -6,10 +6,34 @@ title: Vector
 
 ## gymnasium.experimental.VectorEnv
 
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.VectorEnv
+.. autofunction:: gymnasium.experimental.vector.VectorEnv.reset
+.. autofunction:: gymnasium.experimental.vector.VectorEnv.step
+.. autofunction:: gymnasium.experimental.vector.VectorEnv.close
+.. autofunction:: gymnasium.experimental.vector.VectorEnv.reset
+```
+
 ## gymnasium.experimental.vector.AsyncVectorEnv
 
-## gymnasium.experimental.vector.SyncVectorEnv
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.AsyncVectorEnv
+.. autofunction:: gymnasium.experimental.vector.AsyncVectorEnv.reset
+.. autofunction:: gymnasium.experimental.vector.AsyncVectorEnv.step
+.. autofunction:: gymnasium.experimental.vector.AsyncVectorEnv.close
+.. autofunction:: gymnasium.experimental.vector.AsyncVectorEnv.call
+.. autofunction:: gymnasium.experimental.vector.AsyncVectorEnv.get_attr
+.. autofunction:: gymnasium.experimental.vector.AsyncVectorEnv.set_attr
+```
 
-## Custom Vector environments
+## gymnasium.experimental.vector.SyncVectorEnv
 
-## EnvPool
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.SyncVectorEnv
+.. autofunction:: gymnasium.experimental.vector.SyncVectorEnv.reset
+.. autofunction:: gymnasium.experimental.vector.SyncVectorEnv.step
+.. autofunction:: gymnasium.experimental.vector.SyncVectorEnv.close
+.. autofunction:: gymnasium.experimental.vector.SyncVectorEnv.call
+.. autofunction:: gymnasium.experimental.vector.SyncVectorEnv.get_attr
+.. autofunction:: gymnasium.experimental.vector.SyncVectorEnv.set_attr
+```

docs/api/experimental/vector_utils.md

@@ -1,12 +1,29 @@
 ---
-title: Vector Utility functions
+title: Vector Utility
 ---
 
 # Utility functions for vectorisation
 
+## Spaces utility functions
+
 ```{eval-rst}
 .. autofunction:: gymnasium.experimental.vector.utils.batch_space
 .. autofunction:: gymnasium.experimental.vector.utils.concatenate
 .. autofunction:: gymnasium.experimental.vector.utils.iterate
 .. autofunction:: gymnasium.experimental.vector.utils.create_empty_array
 ```
+
+## Shared memory functions
+
+```{eval-rst}
+.. autofunction:: gymnasium.experimental.vector.utils.create_shared_memory
+.. autofunction:: gymnasium.experimental.vector.utils.read_from_shared_memory
+.. autofunction:: gymnasium.experimental.vector.utils.write_to_shared_memory
+```
+
+## Miscellaneous
+
+```{eval-rst}
+.. autofunction:: gymnasium.experimental.vector.utils.CloudpickleWrapper
+.. autofunction:: gymnasium.experimental.vector.utils.clear_mpi_env_vars
+```

docs/api/experimental/vector_wrappers.md

@@ -4,12 +4,36 @@ title: Vector Wrappers
 
 # Vector Environment Wrappers
 
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.VectorWrapper
+```
+
 ## Vector Lambda Observation Wrappers
 
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.VectorObservationWrapper
+```
+
 ## Vector Lambda Action Wrappers
 
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.VectorActionWrapper
+```
+
 ## Vector Lambda Reward Wrappers
 
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.vector.VectorRewardWrapper
+```
+
 ## Vector Common Wrappers
 
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.wrappers.vector.VectorRecordEpisodeStatistics
+```
+
 ## Vector Only Wrappers
+
+```{eval-rst}
+.. autoclass:: gymnasium.experimental.wrappers.vector.VectorListInfo
+```

docs/api/experimental/wrappers.md

@@ -1,3 +1,7 @@
+---
+title: Wrappers
+---
+
 # Wrappers
 
 ## Observation Wrappers

docs/api/registry.md

@@ -35,6 +35,6 @@ Gymnasium allows users to automatically load environments, pre-wrapped with seve
 .. autofunction:: gymnasium.envs.registration.parse_env_id
 .. autofunction:: gymnasium.envs.registration.find_highest_version
 .. autofunction:: gymnasium.envs.registration.namespace
-.. autofunction:: gymnasium.envs.registration.load_env
+.. autofunction:: gymnasium.envs.registration.load_env_creator
 .. autofunction:: gymnasium.envs.registration.load_plugin_envs
 ```

docs/release_notes/gym_v0.19.0.md renamed to docs/gym_release_notes/gym_v0.19.0.md

@@ -15,7 +15,7 @@ Gym 0.19.0 is a large maintenance release, and the first since [@jkterry1](https
 
 ## Bug fixes
 
-* Removed unused dependencies, removed unnescesary dependency version requirements that caused installation issues on newer machines, added full requirements.txt and moved general dependencies to extras. Notably, "toy_text" is not a used extra. atari-py is now pegged to a precise working version pending the switch to ale-py ([@jkterry1](https://github.com/jkterry1))
+* Removed unused dependencies, removed unnecessary dependency version requirements that caused installation issues on newer machines, added full requirements.txt and moved general dependencies to extras. Notably, "toy_text" is not a used extra. atari-py is now pegged to a precise working version pending the switch to ale-py ([@jkterry1](https://github.com/jkterry1))
 * Bug fixes to rewards in FrozenLake and FrozenLake8x8; versions bumped to v1 ([@ZhiqingXiao](https://github.com/ZhiqingXiao))
 * Removed remaining numpy depreciation warnings ([@super-pirata](https://github.com/super-pirata))
 * Fixes to video recording ([@mahiuchun](https://github.com/mahiuchun), [@zlig](https://github.com/zlig))

docs/release_notes/gym_v0.20.0.md renamed to docs/gym_release_notes/gym_v0.20.0.md

@@ -0,0 +1,13 @@
+---
+layout: "contents"
+title: Gym Release Notes
+---
+
+# Gym Release Notes
+
+```{eval-rst}
+.. changelog::
+    :github: https://github.com/openai/gym/releases
+    :pypi: https://pypi.org/project/gym/
+    :changelog-url:
+```

docs/release_notes/gym_v0.21.0.md renamed to docs/gym_release_notes/gym_v0.21.0.md

@@ -0,0 +1,13 @@
+---
+layout: "contents"
+title: Gymnasium Release Notes
+---
+
+# Gymnasium Release Notes
+
+```{eval-rst}
+.. changelog::
+    :github: https://github.com/Farama-Foundation/Gymnasium/releases
+    :pypi: https://pypi.org/project/gymnasium/
+    :changelog-url:
+```

docs/release_notes/gym_v0.22.0.md renamed to docs/gym_release_notes/gym_v0.22.0.md

@@ -6,7 +6,7 @@ lastpage:
 
 # Gymnasium is a standard API for reinforcement learning, and a diverse collection of reference environments
 
-```{figure} _static/videos/box2d/lunar_lander_continuous.gif
+```{figure} _static/videos/box2d/lunar_lander.gif
    :alt: Lunar Lander
    :width: 500
 ```
@@ -76,6 +76,7 @@ Comet Tutorial <https://www.comet.com/docs/v2/integrations/ml-frameworks/gymnasi
 :caption: Development
 
 Github <https://github.com/Farama-Foundation/Gymnasium>
-release_notes/index
+gymnasium_release_notes/index
+gym_release_notes/index
 Contribute to the Docs <https://github.com/Farama-Foundation/Gymnasium/blob/main/docs/README.md>
 ```

docs/release_notes/gym_v0.23.0.md renamed to docs/gym_release_notes/gym_v0.23.0.md

@@ -1,7 +1,7 @@
 """An async vector environment."""
 from __future__ import annotations
 
-import multiprocessing as mp
+import multiprocessing
 import sys
 import time
 from copy import deepcopy
@@ -96,7 +96,7 @@ def __init__(
         """
         super().__init__()
 
-        ctx = mp.get_context(context)
+        ctx = multiprocessing.get_context(context)
         self.env_fns = env_fns
         self.num_envs = len(env_fns)
         self.shared_memory = shared_memory
@@ -238,7 +238,7 @@ def reset_wait(
 
         if not self._poll(timeout):
             self._state = AsyncState.DEFAULT
-            raise mp.TimeoutError(
+            raise multiprocessing.TimeoutError(
                 f"The call to `reset_wait` has timed out after {timeout} second(s)."
             )
 
@@ -326,7 +326,7 @@ def step_wait(
 
         if not self._poll(timeout):
             self._state = AsyncState.DEFAULT
-            raise mp.TimeoutError(
+            raise multiprocessing.TimeoutError(
                 f"The call to `step_wait` has timed out after {timeout} second(s)."
             )
 
@@ -421,7 +421,7 @@ def call_wait(self, timeout: int | float | None = None) -> list:
 
         if not self._poll(timeout):
             self._state = AsyncState.DEFAULT
-            raise mp.TimeoutError(
+            raise multiprocessing.TimeoutError(
                 f"The call to `call_wait` has timed out after {timeout} second(s)."
             )
 
@@ -511,7 +511,7 @@ def close_extras(self, timeout: int | float | None = None, terminate: bool = Fal
                 )
                 function = getattr(self, f"{self._state.value}_wait")
                 function(timeout)
-        except mp.TimeoutError:
+        except multiprocessing.TimeoutError:
             terminate = True
 
         if terminate:

docs/release_notes/gym_v0.23.1.md renamed to docs/gym_release_notes/gym_v0.23.1.md

@@ -22,8 +22,8 @@
     "iterate",
     "concatenate",
     "create_empty_array",
-    "read_from_shared_memory",
     "create_shared_memory",
+    "read_from_shared_memory",
     "write_to_shared_memory",
     "CloudpickleWrapper",
     "clear_mpi_env_vars",