# Description

This MR swaps the keyboard command (X, Z) for yaw in the `Se2Keyboard` class
to have the following mapping:
- Z - positive yaw
- X - negative yaw

It also corrects the docstring of the `Se2Keyboard` class.

Fixes #1029

_Note:_ I double checked the `Se3Keyboard` class and the implementation
there is correct.

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [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
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] I have run all the tests with `./isaaclab.sh --test` and they pass
- [ ] I have updated the changelog and the corresponding version in the
extension's `config/extension.toml` file
- [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

# Description

Adds `6` to the joint indices when indexing the Jacobian tensor in
floating base systems. This is required because, in floating base
articulations, the first 6 elements of the last dimensions are w.r.t
to the root pose, not the joints.

Fixes #1032

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

This MR fixes the teddy state machine example. Replicate physics doesn't
work for deformable bodies yet. Hence, calling more than one environment
was failing before. The flag is set to False now inside the post init of
the environment.

Fixes #1022

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [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
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

This pull request fixes the issue where the device (`CPU` or `CUDA`) is
not set correctly when using the `--device` argument in Hydra-configured
scripts like `rsl_rl/train.py` and `skrl/train.py`. The bug caused the
scripts to always default to `cuda:0`, even when `cpu` or a specific
CUDA device (e.g., `cuda:1`) was selected.

The fix adds the following line to ensure that the selected device is
properly set in `env_cfg` before initializing the environment with
`gym.make()`:

```python
env_cfg.sim.device = args_cli.device
```

Fixes #1012

- Bug fix (non-breaking change which fixes an issue)

Before:
- skrl/train, when running the script with --device cpu, it defaults to
cuda:0.
- rsl_rl/train.py, the script freezes at `[INFO]: Starting the
simulation. This may take a few seconds. Please wait....`

After:
- Both scripts run correctly on the specified device (e.g., cpu or
cuda:1) without defaulting to cuda:0 or freezing.

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

There were minor typos introduced during last minute changes for the
release. This MR fixes those typos.

## Type of change

- Bug fix (non-breaking change which fixes an issue)
- This change requires a documentation update

## Checklist

- [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
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

---------
Co-authored-by: David Hoeller <dhoeller@nvidia.com>

# Description

Updates the CI runner and adds an app warm starting phase before running all the tests.

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

Updates unit tests to release 1.2

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

Updates asset and docker paths to Isaac Sim 4.2

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] I have updated the changelog and the corresponding version in the
extension's `config/extension.toml` file
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exists there

# Description

This MR adds images to the showroom documentation page. It also modifies
the scripts to make sure the default camera placement is nice.

## Type of change

- This change requires a documentation update

## Checklist

- [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
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- [ ] I have added tests that prove my fix is effective or that my
feature works
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extension's `config/extension.toml` file
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exists there

# Description

- Restructures the documentation
- Adds tabs for commands on Windows
- Updates PhysX links with correct versions

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
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extension's `config/extension.toml` file
- [x] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

# Description

Adds the teddy bear pick and lift example

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] I have updated the changelog and the corresponding version in the
extension's `config/extension.toml` file
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exists there

# Description

- Fixes the camera frame delay
- Adds `update_articulations_kinematic` in various places to make sure
link poses are always up to date

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] 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

# Description

- Adds description on running multi-agents environments in docs
- Add driver requirement for Windows

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [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
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

Adds secrets in doc building pipeline

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

Improves actuator performance by replacing the joint_ids type from list
to torch tensor

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

Updates code and docs to Isaac Sim 4.2.0

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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

# Description

This PR update skrl integration to skrl-v1.3.0

Features/changes
* Support Multi-GPU and Multi-Node Training in JAX (for this the
`JAX_LOCAL_RANK` and `JAX_RANK` was added to `AppLauncher` to be able to
specify the GPUs in distributed learnings)
* Update skrl train/play workflow to use `date_time_algorithm_framework`
format for logs folders
* Update (and add new ones) skrl agent's configs for the tasks. The
configs where automatically generated from `rl_games`/`rsl_rl` config as
shown in the next table.

    ```

+------------------------------------------------+------------+------------------------+------------------------------------+--------+
| Task | Registered | RL libraries | Generated | Status |

+------------------------------------------------+------------+------------------------+------------------------------------+--------+
| Isaac-Ant-Direct-v0 | | rl_games, rsl_rl, skrl | skrl_ppo_cfg.yaml
(rl_games) | |
| Isaac-Ant-v0 | | rl_games, rsl_rl, skrl | skrl_ppo_cfg.yaml (rl_games)
| |
| Isaac-Cart-Double-Pendulum-Direct-v0 | - 3 - | rl_games, skrl |
skrl_ppo_cfg.yaml (rl_games) | M |
| Isaac-Cartpole-Depth-Camera-Direct-v0 | | rl_games, skrl | | |
| Isaac-Cartpole-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Cartpole-RGB-Camera-Direct-v0 | | rl_games, skrl | | |
| Isaac-Cartpole-v0 | | rl_games, rsl_rl, skrl | skrl_ppo_cfg.yaml
(rl_games) | |
| Isaac-Franka-Cabinet-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Humanoid-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Humanoid-v0 | | rl_games, rsl_rl, skrl | skrl_ppo_cfg.yaml
(rl_games) | |
| Isaac-Lift-Cube-Franka-IK-Abs-v0 | No | | | |
| Isaac-Lift-Cube-Franka-IK-Rel-v0 | No | | | |
| Isaac-Lift-Cube-Franka-Play-v0 | | rl_games, rsl_rl, skrl | - | |
| Isaac-Lift-Cube-Franka-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Navigation-Flat-Anymal-C-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Navigation-Flat-Anymal-C-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Open-Drawer-Franka-IK-Abs-v0 | No | | | |
| Isaac-Open-Drawer-Franka-IK-Rel-v0 | No | | | |
| Isaac-Open-Drawer-Franka-Play-v0 | | rl_games, rsl_rl, skrl | - | |
| Isaac-Open-Drawer-Franka-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Quadcopter-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Reach-Franka-IK-Abs-v0 | No | | | |
| Isaac-Reach-Franka-IK-Rel-v0 | No | | | |
| Isaac-Reach-Franka-Play-v0 | | rl_games, rsl_rl, skrl | - | |
| Isaac-Reach-Franka-v0 | | rl_games, rsl_rl, skrl | skrl_ppo_cfg.yaml
(rl_games) | |
| Isaac-Reach-UR10-Play-v0 | | rl_games, rsl_rl, skrl | - | |
| Isaac-Reach-UR10-v0 | | rl_games, rsl_rl, skrl | skrl_ppo_cfg.yaml
(rl_games) | |
| Isaac-Repose-Cube-Allegro-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Repose-Cube-Allegro-NoVelObs-Play-v0 | | rl_games, rsl_rl, skrl
| - | |
| Isaac-Repose-Cube-Allegro-NoVelObs-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Repose-Cube-Allegro-Play-v0 | | rl_games, rsl_rl, skrl | - | |
| Isaac-Repose-Cube-Allegro-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Repose-Cube-Shadow-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_ppo_cfg.yaml (rl_games) | |
| Isaac-Repose-Cube-Shadow-OpenAI-FF-Direct-v0 | | rl_games, rsl_rl,
skrl | skrl_ff_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Repose-Cube-Shadow-OpenAI-LSTM-Direct-v0 | No | rl_games | | |
| Isaac-Repose-Cube-Shadow-Vision-Direct-Play-v0 | No | rl_games, rsl_rl
| - | |
| Isaac-Repose-Cube-Shadow-Vision-Direct-v0 | No | rl_games, rsl_rl |
skrl_vision_ppo_cfg.yaml (rsl_rl) | ?? |
| Isaac-Shadow-Hand-Over-Direct-v0 | - 3 - | rl_games, skrl |
skrl_ppo_cfg.yaml (rl_games) | M |
| Isaac-Velocity-Flat-Anymal-B-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Anymal-B-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Flat-Anymal-C-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rl_games) | |
| Isaac-Velocity-Flat-Anymal-C-Play-v0 | | rl_games, rsl_rl, skrl | - |
|
| Isaac-Velocity-Flat-Anymal-C-v0 | | rl_games, rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rl_games) | |
| Isaac-Velocity-Flat-Anymal-D-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Anymal-D-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Flat-Cassie-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Cassie-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Flat-G1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-G1-v0 | | rsl_rl, skrl | skrl_flat_ppo_cfg.yaml
(rsl_rl) | |
| Isaac-Velocity-Flat-H1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-H1-v0 | | rsl_rl, skrl | skrl_flat_ppo_cfg.yaml
(rsl_rl) | |
| Isaac-Velocity-Flat-Spot-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Spot-v0 | | rsl_rl, skrl | skrl_flat_ppo_cfg.yaml
(rsl_rl) | |
| Isaac-Velocity-Flat-Unitree-A1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Unitree-A1-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Flat-Unitree-Go1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Unitree-Go1-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Flat-Unitree-Go2-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Flat-Unitree-Go2-v0 | | rsl_rl, skrl |
skrl_flat_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Rough-Anymal-B-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-Anymal-B-v0 | | rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Rough-Anymal-C-Direct-v0 | | rl_games, rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rl_games) | |
| Isaac-Velocity-Rough-Anymal-C-Play-v0 | | rl_games, rsl_rl, skrl | - |
|
| Isaac-Velocity-Rough-Anymal-C-v0 | | rl_games, rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rl_games) | |
| Isaac-Velocity-Rough-Anymal-D-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-Anymal-D-v0 | | rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Rough-Cassie-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-Cassie-v0 | | rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Rough-G1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-G1-v0 | | rsl_rl, skrl | skrl_rough_ppo_cfg.yaml
(rsl_rl) | |
| Isaac-Velocity-Rough-H1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-H1-v0 | | rsl_rl, skrl | skrl_rough_ppo_cfg.yaml
(rsl_rl) | |
| Isaac-Velocity-Rough-Unitree-A1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-Unitree-A1-v0 | | rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Rough-Unitree-Go1-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-Unitree-Go1-v0 | | rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rsl_rl) | |
| Isaac-Velocity-Rough-Unitree-Go2-Play-v0 | | rsl_rl, skrl | - | |
| Isaac-Velocity-Rough-Unitree-Go2-v0 | | rsl_rl, skrl |
skrl_rough_ppo_cfg.yaml (rsl_rl) | |

+------------------------------------------------+------------+------------------------+------------------------------------+--------+
    ```


## Type of change

- New feature (non-breaking change which adds functionality)
- This change requires a documentation update


## Checklist

- [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
- [ ] My changes generate no new warnings
- [ ] 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

# Description

This PR adds the tutorial for Modifying an existing Direct RL
Environment.

## Type of change

<!-- As you go through the list, delete the ones that are not
applicable. -->

- This change requires a documentation update

## Checklist

- [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
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] 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
-->

Adds Shadow Hand environment with vision and proprioception
observations. Image observations are used to train a CNN with RGB,
depth, and segmentation images, regressing on keypoint states that are
then combined with proprioception observations to be fed into an
asymmetric actor-critic policy.

- New feature (non-breaking change which adds functionality)
- This change requires a documentation update

![image](https://github.com/user-attachments/assets/d67c966b-2931-4ee4-84d1-8bc004471a21)

- [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
- [ ] 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

# Description

This fix removes the limitations of tiled rendering, allowing for
non-square resolutions and non-perfect square number of
tiles/environments. In addition, for small resolutions (width or height
<265), DLAA denoiser is used by default as a workaround to avoid frame
offset issues. An additional `rerender_on_reset` flag is added to the
environment configs to allow for an extra `render` call in reset APIs to
make sure sensor observations are updated after reset.

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [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
- [ ] 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

# Description

This PR removes the `rsl_rl` agent configs from multi-agent tasks so
avoid the following known issue:

```
Error executing job with overrides: []
Traceback (most recent call last):
  File "/home/horde/IsaacLab-Internal/source/extensions/omni.isaac.lab_tasks/omni/isaac/lab_tasks/utils/hydra.py", line 91, in hydra_main
    func(env_cfg, agent_cfg, *args, **kwargs)
  File "/home/horde/IsaacLab-Internal/source/standalone/workflows/rsl_rl/train.py", line 117, in main
    runner = OnPolicyRunner(env, agent_cfg.to_dict(), log_dir=log_dir, device=agent_cfg.device)
  File "/home/horde/miniconda/envs/isaaclab/lib/python3.10/site-packages/rsl_rl/runners/on_policy_runner.py", line 29, in __init__
    obs, extras = self.env.get_observations()
  File "/home/horde/IsaacLab-Internal/source/extensions/omni.isaac.lab_tasks/omni/isaac/lab_tasks/utils/wrappers/rsl_rl/vecenv_wrapper.py", line 145, in get_observations
    obs_dict = self.unwrapped._get_observations()
  File "/home/horde/IsaacLab-Internal/source/extensions/omni.isaac.lab/omni/isaac/lab/envs/direct_rl_env.py", line 580, in _get_observations
    raise NotImplementedError(f"Please implement the '_get_observations' method for {self.__class__.__name__}.")
NotImplementedError: Please implement the '_get_observations' method for Env.
```

## Type of change

- Bug fix (non-breaking change which fixes an issue)
- This change requires a documentation update

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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feature works
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exists there

# Description

Before, the target cube position in the teleop_se3_agent example was
being reset every 5 seconds.
Now, it is only modified when the cube reaches the target.

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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exists there

# Description

Improves policy behavior for training Franka Cabinet direct environment
and Repose Cube Allegro direct environments.

## Type of change

- Bug fix (non-breaking change which fixes an issue)

## Checklist

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# Description

This change switches to the newly added replicator API for tiled
rendering. All tiled rendering behaviors are the same as before. The API
provides a cleaner interface to initialize tiled rendering.

## Type of change
- New feature (non-breaking change which adds functionality)

## Checklist

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Signed-off-by: Kelly Guo <kellyg@nvidia.com>

# Description
Adds thumbnails of environments in benchmarking table

# Description

On Windows, the latest onnx version 1.16.2 causes Access Violation
errors with pytorch. To avoid the error, we force Isaac Lab to use onnx
version 1.16.1

## Type of change

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- Bug fix (non-breaking change which fixes an issue)


## Checklist

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# Description

This PR adds the shadow hand over multi-agent direct-workflow task
(`Isaac-Shadow-Hand-Over-Direct-v0`)

## Type of change

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applicable. -->

- New feature (non-breaking change which adds functionality)
- This change requires a documentation update
## Checklist

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`./isaaclab.sh --format`
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---------
Signed-off-by: Toni-SM <toni.semu@gmail.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Alexander <143108850+nv-apoddubny@users.noreply.github.com>
Co-authored-by: Alexander Poddubny <apoddubny@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

This PR adds the cart double pendulum multi-agent direct-workflow task
(`Isaac-Cart-Double-Pendulum-Direct-v0`)

- New feature (non-breaking change which adds functionality)
- This change requires a documentation update

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
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- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] I have updated the changelog and the corresponding version in the
extension's `config/extension.toml` file
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exists there

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---------
Signed-off-by: Toni-SM <toni.semu@gmail.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Alexander <143108850+nv-apoddubny@users.noreply.github.com>
Co-authored-by: Alexander Poddubny <apoddubny@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

Adds a new table in the environments doc page to include all valid task
names, inference task names, workflow type, and supported RL libraries.

# Description

Due to large Isaac Sim pip packages, pip installation is only possible
with the latest pip version 24. This MR adds a note in the pip
installation documentation to update pip to the latest version.

## Type of change

<!-- As you go through the list, delete the ones that are not
applicable. -->

- Bug fix (non-breaking change which fixes an issue)


## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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feature works
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This change updates the current tiled rendering APIs to use the full RTX
tiled rendering feature, allowing for higher quality RGB renders and
support of additional annotators, including semantic segmentation,
instance segmentation, normals, and motion vectors.

This change also aligns output dimensions across TiledCamera, Camera,
and RayCasterCamera classes. All single-channel outputs will now have
dimension (H, W, C). Camera class now outputs RGB data with shape (H, W,
3).

<!-- As you go through the list, delete the ones that are not
applicable. -->

- New feature (non-breaking change which adds functionality)
- Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- This change requires a documentation update

Fixes issue https://github.com/isaac-sim/IsaacLab/issues/775

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`./isaaclab.sh --format`
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feature works
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---------
Co-authored-by: Alexander <143108850+nv-apoddubny@users.noreply.github.com>
Co-authored-by: Toni-SM <aserranomuno@nvidia.com>

This change restructures documentation to add a new Overview section
that combines previous pages around learning workflows, environment
design, and developer guides.

New pages are added for RL library comparison and training performance
benchmarking.

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applicable. -->

- Bug fix (non-breaking change which fixes an issue)
- New feature (non-breaking change which adds functionality)
- This change requires a documentation update

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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feature works
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extension's `config/extension.toml` file
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exists there

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# Description

Fixes benchmarking scripts to handle new config parsing and distributed
settings

## Type of change

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applicable. -->

- Bug fix (non-breaking change which fixes an issue)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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Updates torch to version 2.4.0

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applicable. -->

- New feature (non-breaking change which adds functionality)
- This change requires a documentation update

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---------
Co-authored-by: Alexander <143108850+nv-apoddubny@users.noreply.github.com>
Co-authored-by: Toni-SM <aserranomuno@nvidia.com>

Co-authored-by: Alexander Poddubny <apoddubny@nvidia.com>

This PR adds the interface and configuration for creating multi-agent
tasks using the direct workflow.

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applicable. -->

- New feature (non-breaking change which adds functionality)
- This change requires a documentation update

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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feature works
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extension's `config/extension.toml` file
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# Description

- Adds a new script to run benchmark without RL in the loop
- Adds a new script to run benchmark with RL Games
- Adds a new script to run benchmark with RSL RL

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
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---------
Co-authored-by: Alexander <143108850+nv-apoddubny@users.noreply.github.com>

# Description

Adds test to check that different image sizes are respected by the
camera implementation.

Fixes #165

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

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# Description

This MR allows users to customize the visualization markers for the MDP
command terms. It puts them in the command term configuration file
instead of hard-coding them into the code.

## Type of change

- New feature (non-breaking change which adds functionality)

## Checklist

- [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
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