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JinnnKooctipusAntoineRichardkellyguo11
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Adds OpenArm environments (isaac-sim#4089)
# Description <!-- Thank you for your interest in sending a pull request. Please make sure to check the contribution guidelines. Link: https://isaac-sim.github.io/IsaacLab/main/source/refs/contributing.html 💡 Please try to keep PRs small and focused. Large PRs are harder to review and merge. --> > **Notice: The OpenArm USD files are currently under review and have not yet been officially registered. Therefore, the current setup loads the USD assets from a separate repository. Once the assets are formally registered in Isaac Sim, the loading route will be updated accordingly. This implementation detail was prepared in consultation with Kei Kase from NVIDIA Japan.** * Added the OpenArm assets to `IsaacLab/source/isaaclab_assets/isaaclab_assets/robots`. These assets include configurations for the OpenArm unimanual and bimanual models. * Added the following four environments to `IsaacLab/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation`: * OpenArm bimanual reach task * OpenArm unimanual reach task * OpenArm unimanual lift-a-cube task * OpenArm unimanual open-a-drawer task * Added the changelog entry for the OpenArm environments and updated `extension.toml` under `IsaacLab/source/isaaclab_tasks/docs`. * Added the OpenArm environments to `IsaacLab/docs/source/overview/environments.rst`. The unit tests are as follows: ```bash # Assuming the environment is set up for Isaac Lab v2.3.0. # Clone the repository to load the USD assets. git clone https://github.com/enactic/openarm_isaac_lab # Add the path and navigate to the Isaac Lab repository. export PYTHONPATH=$PYTHONPATH:~/openarm_isaac_lab cd IsaacLab # Run training. python ./scripts/reinforcement_learning/rl_games/train.py --task Isaac-Reach-OpenArm-Bi-v0 --headless # Run the test. python ./scripts/reinforcement_learning/rl_games/play.py --task Isaac-Reach-OpenArm-Bi-v0 --num_envs 4 ``` You can run different tasks and policies. | Task Description | Task Name | Policy Name | | ----------------------- | ------------------------------ | ----------------------------------- | | Reach target position (Bimanual) | `Isaac-Reach-OpenArm-Bi-v0` | `rsl_rl`, `rl_games` | | Reach target position | `Isaac-Reach-OpenArm-v0` | `rsl_rl`, `rl_games`, `skrl` | | Lift a cube | `Isaac-Lift-Cube-OpenArm-v0` | `rsl_rl`, `rl_games` | | Open a cabinet's drawer | `Isaac-Open-Drawer-OpenArm-v0` | `rsl_rl`, `rl_games` | <!-- As a practice, it is recommended to open an issue to have discussions on the proposed pull request. This makes it easier for the community to keep track of what is being developed or added, and if a given feature is demanded by more than one party. --> ## Type of change <!-- As you go through the list, delete the ones that are not applicable. --> - New feature (non-breaking change which adds functionality) - Documentation update ## Screenshots <!-- Example: | Before | After | | ------ | ----- | | _gif/png before_ | _gif/png after_ | To upload images to a PR -- simply drag and drop an image while in edit mode and it should upload the image directly. You can then paste that source into the above before/after sections. --> ### Reach target position (Bimanual, rsl_rl) - Screenshot ![openarm_bi_reach](https://github.com/user-attachments/assets/a4c874cd-24bf-497e-bccd-5d5efcd9d54d) - Reward function <img width="2734" height="925" alt="Screenshot from 2025-11-27 15-40-46" src="https://github.com/user-attachments/assets/e4e95786-be33-47de-a8c1-4637ae918e35" /> <img width="1568" height="487" alt="Screenshot from 2025-11-27 15-40-54" src="https://github.com/user-attachments/assets/7f50a1e5-2c28-4e70-b8de-1a9bb52b53a4" /> - Video [Screencast from 11-27-2025 03:54:44 PM.webm](https://github.com/user-attachments/assets/e9394734-6d72-42c1-979b-a559ffea0b4d) ### Reach target position (Bimanual, rl_games) - Reward function <img width="2791" height="780" alt="Screenshot from 2025-12-11 23-19-12" src="https://github.com/user-attachments/assets/3f9d6743-954f-478c-a595-06f4b2919851" /> <img width="937" height="389" alt="Screenshot from 2025-12-11 23-19-23" src="https://github.com/user-attachments/assets/d8e3ff51-12dc-4517-ae30-c42afc193b8b" /> - Video [rl_games_reach_bi.webm](https://github.com/user-attachments/assets/6f379883-1b43-45f0-b649-82b4f913cb4b) ### Reach target position (rsl_rl) - Screenshot ![openarm_uni_reach](https://github.com/user-attachments/assets/67f1da87-087f-4b96-a925-12337fb7bac2) - Reward function <img width="1567" height="497" alt="Screenshot from 2025-11-27 15-46-03" src="https://github.com/user-attachments/assets/8f2714ef-8b3d-49ff-9974-a955357dc77a" /> - Video [Screencast from 11-27-2025 03:51:36 PM.webm](https://github.com/user-attachments/assets/53867929-8905-416a-8892-24c328b7ee56) ### Reach target position (rl_games) - Reward function <img width="937" height="389" alt="Screenshot from 2025-12-11 23-24-38" src="https://github.com/user-attachments/assets/df24c50a-07ac-4607-9cde-d1b49944b4f3" /> - Video [rl_games_reach.webm](https://github.com/user-attachments/assets/ba52e2cb-783a-4724-a679-b248ce766748) ### Reach target position (skrl) - Reward function <img width="1007" height="728" alt="Screenshot from 2025-12-11 23-25-55" src="https://github.com/user-attachments/assets/4aa05128-b18b-400f-9b03-bde32f19f71c" /> - Video [skrl_reach.webm](https://github.com/user-attachments/assets/dfab0dec-d59a-4343-85e0-09307d26f227) ### Lift a cube (rsl_rl) - Screenshot ![openarm_lift](https://github.com/user-attachments/assets/53ab857b-db15-48b8-bb58-1e0b0c2a5030) - Reward function <img width="2364" height="487" alt="Screenshot from 2025-11-27 15-44-08" src="https://github.com/user-attachments/assets/6014c5e6-3cf9-4a80-be55-5fe1d842351b" /> <img width="1568" height="487" alt="Screenshot from 2025-11-27 15-43-57" src="https://github.com/user-attachments/assets/52edfb2d-1dcb-4020-a802-2f8d1676bb5b" /> - Video [Screencast from 11-27-2025 03:53:04 PM.webm](https://github.com/user-attachments/assets/85387631-3530-47a7-8c5d-e843ca39ce31) ### Lift a cube (rl_games) - Reward function <img width="1008" height="389" alt="Screenshot from 2025-12-11 23-26-51" src="https://github.com/user-attachments/assets/6faab135-57b0-441d-81ce-8ac59032ecbf" /> - Video [rl_games_lift.webm](https://github.com/user-attachments/assets/4a7d1284-fbb3-4f08-adaf-5a89627bdc06) ### Open a cabinet's drawer (rsl_rl) - Screenshot ![openarm_open_drawer](https://github.com/user-attachments/assets/cf26687b-0771-44ef-9750-68620be309ec) - Reward function <img width="2739" height="913" alt="Screenshot from 2025-11-27 15-45-26" src="https://github.com/user-attachments/assets/2a409853-e10c-48f4-be3d-2f86b1a2ede0" /> <img width="1567" height="497" alt="Screenshot from 2025-11-27 15-45-34" src="https://github.com/user-attachments/assets/f9bbb9f1-c566-40e8-ae25-98d083dc8b54" /> - Video [Screencast from 11-27-2025 03:53:54 PM.webm](https://github.com/user-attachments/assets/7f2181e7-4784-4933-a8a7-ef5e45b0d96b) ### Open a cabinet's drawer (rl_games) - Reward function <img width="1008" height="389" alt="Screenshot from 2025-12-11 23-27-27" src="https://github.com/user-attachments/assets/c03d5d27-e52a-45ad-a675-7cc56bcfbed6" /> - Video [rl_games_drawer.webm](https://github.com/user-attachments/assets/957915ca-2cf6-4c32-968d-1f27fcfdc99d) ## Checklist - [x] I have read and understood the [contribution guidelines](https://isaac-sim.github.io/IsaacLab/main/source/refs/contributing.html) - [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with `./isaaclab.sh --format` - [x] I have made corresponding changes to the documentation - [x] My changes generate no new warnings - [x] I have added tests that prove my fix is effective or that my feature works - [x] I have updated the changelog and the corresponding version in the extension's `config/extension.toml` file - [x] I have added my name to the `CONTRIBUTORS.md` or my name already exists there <!-- As you go through the checklist above, you can mark something as done by putting an x character in it For example, - [x] I have done this task - [ ] I have not done this task --> --------- Signed-off-by: Antoine RICHARD <[email protected]> Co-authored-by: ooctipus <[email protected]> Co-authored-by: Antoine RICHARD <[email protected]> Co-authored-by: Kelly Guo <[email protected]>
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CONTRIBUTORS.md

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* Jinghuan Shang
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* Jingzhou Liu
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* Jinqi Wei
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* Jinyeob Kim
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* Johnson Sun
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* Kaixi Bao
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* Kris Wilson
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docs/source/overview/environments.rst

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+-------------------------+------------------------------+-----------------------------------------------------------------------------+
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| |agibot_place_toy| | |agibot_place_toy-link| | Pick up and place an object in a box with a Agibot A2D humanoid robot |
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+-------------------------+------------------------------+-----------------------------------------------------------------------------+
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| |reach_openarm_bi| | |reach_openarm_bi-link| | Move the end-effector to sampled target poses with the OpenArm robot |
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+-------------------------+------------------------------+-----------------------------------------------------------------------------+
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| |reach_openarm_uni| | |reach_openarm_uni-link| | Move the end-effector to a sampled target pose with the OpenArm robot |
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+-------------------------+------------------------------+-----------------------------------------------------------------------------+
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| |lift_openarm_uni| | |lift_openarm_uni-link| | Pick a cube and bring it to a sampled target position with the OpenArm robot|
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+-------------------------+------------------------------+-----------------------------------------------------------------------------+
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| |cabi_openarm_uni| | |cabi_openarm_uni-link| | Grasp the handle of a cabinet's drawer and open it with the OpenArm robot |
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+-------------------------+------------------------------+-----------------------------------------------------------------------------+
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.. |reach-franka| image:: ../_static/tasks/manipulation/franka_reach.jpg
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.. |reach-ur10| image:: ../_static/tasks/manipulation/ur10_reach.jpg
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.. |agibot_place_toy| image:: ../_static/tasks/manipulation/agibot_place_toy.jpg
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.. |kuka-allegro-lift| image:: ../_static/tasks/manipulation/kuka_allegro_lift.jpg
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.. |kuka-allegro-reorient| image:: ../_static/tasks/manipulation/kuka_allegro_reorient.jpg
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.. |reach_openarm_bi| image:: ../_static/tasks/manipulation/openarm_bi_reach.jpg
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.. |reach_openarm_uni| image:: ../_static/tasks/manipulation/openarm_uni_reach.jpg
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.. |lift_openarm_uni| image:: ../_static/tasks/manipulation/openarm_uni_lift.jpg
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.. |cabi_openarm_uni| image:: ../_static/tasks/manipulation/openarm_uni_open_drawer.jpg
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.. |reach-franka-link| replace:: `Isaac-Reach-Franka-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/reach/config/franka/joint_pos_env_cfg.py>`__
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.. |reach-ur10-link| replace:: `Isaac-Reach-UR10-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/reach/config/ur_10/joint_pos_env_cfg.py>`__
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.. |cube-shadow-vis-link| replace:: `Isaac-Repose-Cube-Shadow-Vision-Direct-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/direct/shadow_hand/shadow_hand_vision_env.py>`__
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.. |agibot_place_mug-link| replace:: `Isaac-Place-Mug-Agibot-Left-Arm-RmpFlow-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/place/config/agibot/place_upright_mug_rmp_rel_env_cfg.py>`__
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.. |agibot_place_toy-link| replace:: `Isaac-Place-Toy2Box-Agibot-Right-Arm-RmpFlow-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/place/config/agibot/place_toy2box_rmp_rel_env_cfg.py>`__
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.. |reach_openarm_bi-link| replace:: `Isaac-Reach-OpenArm-Bi-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/reach/config/openarm/bimanual/joint_pos_env_cfg.py>`__
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.. |reach_openarm_uni-link| replace:: `Isaac-Reach-OpenArm-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/reach/config/openarm/unimanual/joint_pos_env_cfg.py>`__
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.. |lift_openarm_uni-link| replace:: `Isaac-Lift-Cube-OpenArm-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/lift/config/openarm/joint_pos_env_cfg.py>`__
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.. |cabi_openarm_uni-link| replace:: `Isaac-Open-Drawer-OpenArm-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/cabinet/config/openarm/joint_pos_env_cfg.py>`__
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Contact-rich Manipulation
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- Isaac-Velocity-Rough-Unitree-Go2-Play-v0
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- Manager Based
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- **rsl_rl** (PPO), **skrl** (PPO)
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* - Isaac-Reach-OpenArm-Bi-v0
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- Isaac-Reach-OpenArm-Bi-Play-v0
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- Manager Based
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- **rsl_rl** (PPO), **rl_games** (PPO)
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* - Isaac-Reach-OpenArm-v0
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- Isaac-Reach-OpenArm-Play-v0
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- Manager Based
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- **rsl_rl** (PPO), **skrl** (PPO), **rl_games** (PPO)
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* - Isaac-Lift-Cube-OpenArm-v0
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- Isaac-Lift-Cube-OpenArm-Play-v0
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- Manager Based
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- **rsl_rl** (PPO), **rl_games** (PPO)
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* - Isaac-Open-Drawer-OpenArm-v0
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- Isaac-Open-Drawer-OpenArm-Play-v0
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- Manager Based
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- **rsl_rl** (PPO), **rl_games** (PPO)

source/isaaclab_assets/config/extension.toml

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[package]
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# Semantic Versioning is used: https://semver.org/
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version = "0.2.3"
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version = "0.2.4"
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# Description
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title = "Isaac Lab Assets"

source/isaaclab_assets/docs/CHANGELOG.rst

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Changelog
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---------
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0.2.4 (2025-11-26)
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~~~~~~~~~~~~~~~~~~
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Added
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^^^^^
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* Configuration for OpenArm robots used for manipulation tasks.
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0.2.3 (2025-08-11)
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~~~~~~~~~~~~~~~~~~
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# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
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# All rights reserved.
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#
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# SPDX-License-Identifier: BSD-3-Clause
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"""Configuration of OpenArm robots.
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The following configurations are available:
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* :obj:`OPENARM_BI_CFG`: OpenArm robot with two arms.
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* :obj:`OPENARM_BI_HIGH_PD_CFG`: OpenArm robot with two arms and stiffer PD control.
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* :obj:`OPENARM_UNI_CFG`: OpenArm robot with one arm.
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* :obj:`OPENARM_UNI_HIGH_PD_CFG`: OpenArm robot with one arm and stiffer PD control.
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References:
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OpenArm repositories:
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* https://github.com/enactic/openarm
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* https://github.com/enactic/openarm_isaac_lab
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Motor spec sheets:
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* Joint 1–2 (DM-J8009P-2EC):
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https://cdn.shopify.com/s/files/1/0673/6848/5000/files/DM-J8009P-2EC_User_Manual.pdf?v=1755481750
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* Joint 3–4 (DM-J4340P-2EC / DM-J4340-2EC):
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https://cdn.shopify.com/s/files/1/0673/6848/5000/files/DM-J4340-2EC_User_Manual.pdf?v=1756883905
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* Joint 5–8 (DM-J4310-2EC V1.1):
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https://files.seeedstudio.com/products/Damiao/DM-J4310-en.pdf
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"""
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import isaaclab.sim as sim_utils
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from isaaclab.actuators import ImplicitActuatorCfg
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from isaaclab.assets.articulation import ArticulationCfg
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from isaaclab.utils.assets import ISAAC_NUCLEUS_DIR
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OPENARM_BI_CFG = ArticulationCfg(
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spawn=sim_utils.UsdFileCfg(
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usd_path=f"{ISAAC_NUCLEUS_DIR}/Robots/OpenArm/openarm_bimanual/openarm_bimanual.usd",
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rigid_props=sim_utils.RigidBodyPropertiesCfg(
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disable_gravity=False,
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max_depenetration_velocity=5.0,
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),
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articulation_props=sim_utils.ArticulationRootPropertiesCfg(
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enabled_self_collisions=False,
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solver_position_iteration_count=8,
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solver_velocity_iteration_count=0,
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),
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),
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init_state=ArticulationCfg.InitialStateCfg(
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joint_pos={
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"openarm_left_joint.*": 0.0,
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"openarm_right_joint.*": 0.0,
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"openarm_left_finger_joint.*": 0.0,
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"openarm_right_finger_joint.*": 0.0,
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},
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),
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# spec sheet for reference
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# DM-J8009P-2EC (Joint 1, 2):
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# https://cdn.shopify.com/s/files/1/0673/6848/5000/files/DM-J8009P-2EC_User_Manual.pdf?v=1755481750
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# DM-J4340P-2EC, DM-J4340-2EC (Joint 3, 4):
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# https://cdn.shopify.com/s/files/1/0673/6848/5000/files/DM-J4340-2EC_User_Manual.pdf?v=1756883905
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# DM-J4310-2EC V1.1 (Joint 5, 6, 7, 8):
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# https://files.seeedstudio.com/products/Damiao/DM-J4310-en.pdf
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actuators={
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"openarm_arm": ImplicitActuatorCfg(
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joint_names_expr=[
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"openarm_left_joint[1-7]",
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"openarm_right_joint[1-7]",
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],
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velocity_limit_sim={
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"openarm_left_joint[1-2]": 2.175,
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"openarm_right_joint[1-2]": 2.175,
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"openarm_left_joint[3-4]": 2.175,
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"openarm_right_joint[3-4]": 2.175,
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"openarm_left_joint[5-7]": 2.61,
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"openarm_right_joint[5-7]": 2.61,
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},
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effort_limit_sim={
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"openarm_left_joint[1-2]": 40.0,
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"openarm_right_joint[1-2]": 40.0,
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"openarm_left_joint[3-4]": 27.0,
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"openarm_right_joint[3-4]": 27.0,
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"openarm_left_joint[5-7]": 7.0,
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"openarm_right_joint[5-7]": 7.0,
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},
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stiffness=80.0,
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damping=4.0,
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),
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"openarm_gripper": ImplicitActuatorCfg(
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joint_names_expr=[
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"openarm_left_finger_joint.*",
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"openarm_right_finger_joint.*",
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],
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velocity_limit_sim=0.2,
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effort_limit_sim=333.33,
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stiffness=2e3,
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damping=1e2,
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),
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},
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soft_joint_pos_limit_factor=1.0,
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)
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"""Configuration of OpenArm Bimanual robot."""
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OPENARM_UNI_CFG = ArticulationCfg(
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spawn=sim_utils.UsdFileCfg(
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usd_path=f"{ISAAC_NUCLEUS_DIR}/Robots/OpenArm/openarm_unimanual/openarm_unimanual.usd",
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rigid_props=sim_utils.RigidBodyPropertiesCfg(
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disable_gravity=False,
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max_depenetration_velocity=5.0,
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),
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articulation_props=sim_utils.ArticulationRootPropertiesCfg(
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enabled_self_collisions=False,
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solver_position_iteration_count=8,
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solver_velocity_iteration_count=0,
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),
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),
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init_state=ArticulationCfg.InitialStateCfg(
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joint_pos={
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"openarm_joint1": 1.57,
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"openarm_joint2": 0.0,
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"openarm_joint3": -1.57,
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"openarm_joint4": 1.57,
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"openarm_joint5": 0.0,
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"openarm_joint6": 0.0,
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"openarm_joint7": 0.0,
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"openarm_finger_joint.*": 0.044,
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},
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),
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actuators={
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"openarm_arm": ImplicitActuatorCfg(
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joint_names_expr=["openarm_joint[1-7]"],
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velocity_limit_sim={
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"openarm_joint[1-2]": 2.175,
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"openarm_joint[3-4]": 2.175,
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"openarm_joint[5-7]": 2.61,
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},
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effort_limit_sim={
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"openarm_joint[1-2]": 40.0,
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"openarm_joint[3-4]": 27.0,
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"openarm_joint[5-7]": 7.0,
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},
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stiffness=80.0,
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damping=4.0,
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),
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"openarm_gripper": ImplicitActuatorCfg(
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joint_names_expr=["openarm_finger_joint.*"],
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velocity_limit_sim=0.2,
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effort_limit_sim=333.33,
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stiffness=2e3,
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damping=1e2,
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),
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},
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soft_joint_pos_limit_factor=1.0,
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)
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"""Configuration of OpenArm Unimanual robot."""
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OPENARM_BI_HIGH_PD_CFG = OPENARM_BI_CFG.copy()
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OPENARM_BI_HIGH_PD_CFG.spawn.rigid_props.disable_gravity = True
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OPENARM_BI_HIGH_PD_CFG.actuators["openarm_arm"].stiffness = 400.0
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OPENARM_BI_HIGH_PD_CFG.actuators["openarm_arm"].damping = 80.0
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OPENARM_BI_HIGH_PD_CFG.actuators["openarm_gripper"].stiffness = 2e3
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OPENARM_BI_HIGH_PD_CFG.actuators["openarm_gripper"].damping = 1e2
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"""Configuration of OpenArm Bimanual robot with stiffer PD control.
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This configuration is useful for task-space control using differential IK.
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"""
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OPENARM_UNI_HIGH_PD_CFG = OPENARM_UNI_CFG.copy()
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OPENARM_UNI_HIGH_PD_CFG.spawn.rigid_props.disable_gravity = True
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OPENARM_UNI_HIGH_PD_CFG.actuators["openarm_arm"].stiffness = 400.0
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OPENARM_UNI_HIGH_PD_CFG.actuators["openarm_arm"].damping = 80.0
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"""Configuration of OpenArm Unimanual robot with stiffer PD control.
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This configuration is useful for task-space control using differential IK.
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"""

source/isaaclab_tasks/docs/CHANGELOG.rst

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Changelog
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---------
33

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0.11.11 (2025-12-16)
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~~~~~~~~~~~~~~~~~~~~
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Added
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^^^^^
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* Added reaching task environments for OpenArm unimanual robot:
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* :class:`OpenArmReachEnvCfg`; Gym ID ``Isaac-Reach-OpenArm-v0``.
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* :class:`OpenArmReachEnvCfg_PLAY`; Gym ID ``Isaac-Reach-OpenArm-Play-v0``.
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* Added lifting a cube task environments for OpenArm unimanual robot:
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* :class:`OpenArmCubeLiftEnvCfg`; Gym ID ``Isaac-Lift-Cube-OpenArm-v0``.
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* :class:`OpenArmCubeLiftEnvCfg_PLAY`; Gym ID ``Isaac-Lift-Cube-OpenArm-Play-v0``.
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* Added opening a drawer task environments for OpenArm unimanual robot:
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* :class:`OpenArmCabinetEnvCfg`; Gym ID ``Isaac-Open-Drawer-OpenArm-v0``.
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* :class:`OpenArmCabinetEnvCfg_PLAY`; Gym ID ``Isaac-Open-Drawer-OpenArm-Play-v0``.
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* Added reaching task environments for OpenArm bimanual robot:
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* :class:`OpenArmReachEnvCfg`; Gym ID ``Isaac-Reach-OpenArm-Bi-v0``.
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* :class:`OpenArmReachEnvCfg_PLAY`; Gym ID ``Isaac-Reach-OpenArm-Bi-Play-v0``.
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0.11.10 (2025-12-13)
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~~~~~~~~~~~~~~~~~~~~
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