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1 change: 1 addition & 0 deletions CONTRIBUTORS.md
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Expand Up @@ -146,6 +146,7 @@ Guidelines for modifications:
* Zoe McCarthy
* David Leon
* Song Yi
* Mohamad H. Danesh

## Acknowledgements

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8 changes: 8 additions & 0 deletions docs/source/overview/environments.rst
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Expand Up @@ -112,6 +112,8 @@ for the lift-cube environment:
+-------------------------+------------------------------+-----------------------------------------------------------------------------+
| |lift-cube| | |lift-cube-link| | Pick a cube and bring it to a sampled target position with the Franka robot |
+-------------------------+------------------------------+-----------------------------------------------------------------------------+
| |push-cube| | |push-cube-link| | Push a cube to a sampled target position with the Franka robot |
+-------------------------+------------------------------+-----------------------------------------------------------------------------+
| |stack-cube| | |stack-cube-link| | Stack three cubes (bottom to top: blue, red, green) with the Franka robot. |
| | | Blueprint env used for the NVIDIA Isaac GR00T blueprint for synthetic |
| | |stack-cube-bp-link| | manipulation motion generation |
Expand Down Expand Up @@ -158,6 +160,7 @@ for the lift-cube environment:
.. |reach-ur10| image:: ../_static/tasks/manipulation/ur10_reach.jpg
.. |deploy-reach-ur10e| image:: ../_static/tasks/manipulation/ur10e_reach.jpg
.. |lift-cube| image:: ../_static/tasks/manipulation/franka_lift.jpg
.. |push-cube| image:: ../_static/tasks/manipulation/franka_push.jpg
.. |cabi-franka| image:: ../_static/tasks/manipulation/franka_open_drawer.jpg
.. |cube-allegro| image:: ../_static/tasks/manipulation/allegro_cube.jpg
.. |cube-shadow| image:: ../_static/tasks/manipulation/shadow_cube.jpg
Expand All @@ -175,6 +178,7 @@ for the lift-cube environment:
.. |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>`__
.. |deploy-reach-ur10e-link| replace:: `Isaac-Deploy-Reach-UR10e-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/deploy/reach/config/ur_10e/joint_pos_env_cfg.py>`__
.. |lift-cube-link| replace:: `Isaac-Lift-Cube-Franka-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/lift/config/franka/joint_pos_env_cfg.py>`__
.. |push-cube-link| replace:: `Isaac-Push-Cube-Franka-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/push/config/franka/joint_pos_env_cfg.py>`__
.. |lift-cube-ik-abs-link| replace:: `Isaac-Lift-Cube-Franka-IK-Abs-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/lift/config/franka/ik_abs_env_cfg.py>`__
.. |lift-cube-ik-rel-link| replace:: `Isaac-Lift-Cube-Franka-IK-Rel-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/lift/config/franka/ik_rel_env_cfg.py>`__
.. |cabi-franka-link| replace:: `Isaac-Open-Drawer-Franka-v0 <https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab_tasks/isaaclab_tasks/manager_based/manipulation/cabinet/config/franka/joint_pos_env_cfg.py>`__
Expand Down Expand Up @@ -866,6 +870,10 @@ inferencing, including reading from an already trained checkpoint and disabling
- Isaac-Lift-Cube-Franka-Play-v0
- Manager Based
- **rsl_rl** (PPO), **skrl** (PPO), **rl_games** (PPO), **sb3** (PPO)
* - Isaac-Push-Cube-Franka-v0
- Isaac-Push-Cube-Franka-Play-v0
- Manager Based
- **rsl_rl** (PPO), **skrl** (PPO), **rl_games** (PPO), **sb3** (PPO)
* - Isaac-Lift-Teddy-Bear-Franka-IK-Abs-v0
-
- Manager Based
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2 changes: 1 addition & 1 deletion source/isaaclab_tasks/config/extension.toml
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@@ -1,7 +1,7 @@
[package]

# Note: Semantic Versioning is used: https://semver.org/
version = "0.11.0"
version = "0.11.1"

# Description
title = "Isaac Lab Environments"
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8 changes: 8 additions & 0 deletions source/isaaclab_tasks/docs/CHANGELOG.rst
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@@ -1,5 +1,13 @@
Changelog
---------
0.46.1 (2025-09-24)
~~~~~~~~~~~~~~~~~~~~

Added
^^^^^

* Added ``Isaac-Push-Cube-Franka-v0`` environment.


0.11.0 (2025-09-07)
~~~~~~~~~~~~~~~~~~~~
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# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause

"""Configurations for the object lift environments."""

# We leave this file empty since we don't want to expose any configs in this package directly.
# We still need this file to import the "config" module in the parent package.
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# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause

# Copyright (c) 2022-2024, The Isaac Lab Project Developers.
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause

"""Configurations for the object lift environments."""

# We leave this file empty since we don't want to expose any configs in this package directly.
# We still need this file to import the "config" module in the parent package.
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@@ -0,0 +1,42 @@
# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause
import gymnasium as gym
import os

from . import agents

##
# Register Gym environments.
##

##
# Joint Position Control
##

gym.register(
id="Isaac-Push-Cube-Franka-v0",
entry_point="isaaclab.envs:ManagerBasedRLEnv",
kwargs={
"env_cfg_entry_point": f"{__name__}.joint_pos_env_cfg:FrankaCubePushEnvCfg",
"rsl_rl_cfg_entry_point": f"{agents.__name__}.rsl_rl_ppo_cfg:PushCubePPORunnerCfg",
"skrl_cfg_entry_point": f"{agents.__name__}:skrl_ppo_cfg.yaml",
"rl_games_cfg_entry_point": f"{agents.__name__}:rl_games_ppo_cfg.yaml",
"sb3_cfg_entry_point": f"{agents.__name__}:sb3_ppo_cfg.yaml",
},
disable_env_checker=True,
)

gym.register(
id="Isaac-Push-Cube-Franka-Play-v0",
entry_point="isaaclab.envs:ManagerBasedRLEnv",
kwargs={
"env_cfg_entry_point": f"{__name__}.joint_pos_env_cfg:FrankaCubePushEnvCfg_PLAY",
"rsl_rl_cfg_entry_point": f"{agents.__name__}.rsl_rl_ppo_cfg:PushCubePPORunnerCfg",
"skrl_cfg_entry_point": f"{agents.__name__}:skrl_ppo_cfg.yaml",
"rl_games_cfg_entry_point": f"{agents.__name__}:rl_games_ppo_cfg.yaml",
"sb3_cfg_entry_point": f"{agents.__name__}:sb3_ppo_cfg.yaml",
},
disable_env_checker=True,
)
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# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause
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# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause

params:
seed: 42

# environment wrapper clipping
env:
clip_observations: 100.0
clip_actions: 100.0

algo:
name: a2c_continuous

model:
name: continuous_a2c_logstd

network:
name: actor_critic
separate: False
space:
continuous:
mu_activation: None
sigma_activation: None

mu_init:
name: default
sigma_init:
name: const_initializer
val: 0
fixed_sigma: True
mlp:
units: [256, 128, 64]
activation: elu
d2rl: False

initializer:
name: default
regularizer:
name: None

load_checkpoint: False # flag which sets whether to load the checkpoint
load_path: '' # path to the checkpoint to load

config:
name: franka_lift
env_name: rlgpu
device: 'cuda:0'
device_name: 'cuda:0'
multi_gpu: False
ppo: True
mixed_precision: False
normalize_input: True
normalize_value: True
value_bootstrap: False
num_actors: -1
reward_shaper:
scale_value: 0.01
normalize_advantage: True
gamma: 0.99
tau: 0.95
learning_rate: 1e-4
lr_schedule: adaptive
schedule_type: legacy
kl_threshold: 0.01
score_to_win: 100000000
max_epochs: 1500
save_best_after: 100
save_frequency: 50
print_stats: True
grad_norm: 1.0
entropy_coef: 0.001
truncate_grads: True
e_clip: 0.2
horizon_length: 24
minibatch_size: 24576
mini_epochs: 8
critic_coef: 4
clip_value: True
clip_actions: False
seq_len: 4
bounds_loss_coef: 0.0001
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