# Description

This MR adds new tasks which extend the `Factory` tasks to include:
1. Force sensing: Add observations for force experienced by the
end-effector.
2. Excessive force penalty: Add an option to penalize the agent for
excessive contact forces.
3. Dynamics randomization: Randomize controller gains, asset properties
(friction, mass), and dead-zone.
4. Success prediction: Add an extra action that predicts task success.

The new tasks are: `Isaac-Forge-PegInsert-Direct-v0`,
`Isaac-Forge-GearMesh-Direct-v0`, and `Isaac-Forge-NutThread-Direct-v0`

## 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
- [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

---------
Signed-off-by: Kelly Guo <kellyguo123@hotmail.com>
Co-authored-by: Octi Zhang <zhengyuz@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

Update minimum skrl version to 1.4.3 to solve 
* https://github.com/isaac-sim/IsaacLab/issues/3017
* https://github.com/isaac-sim/IsaacLab/issues/3018

# Description

A long overdue release of IsaacLab. Since we will soon have IsaacLab 2.2
out which primarily supports IsaacSim 5.0, this release marks a "stable"
checkpoint of IsaacLab that works with IsaacSim 4.5.

We are working towards improving our release cycles to have more
frequent patch releases.

## 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`
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feature works
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extension's `config/extension.toml` file
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exists there

---------
Co-authored-by: Pascal Roth <57946385+pascal-roth@users.noreply.github.com>

# Description

Fixes most of the warnings and errors getting thrown while building the
docs locally. The ones from `isaaclab_mimic` still remain.

## Type of change

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

## Checklist

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`./isaaclab.sh --format`
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feature works
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---------
Signed-off-by: Mayank Mittal <12863862+Mayankm96@users.noreply.github.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>
Co-authored-by: ooctipus <zhengyuz@nvidia.com>

# Description

Just a friendly cleanup. Noticed some issues that crept up in some
previous MR. Still digging through some of the other MRs and
understanding why certain things changed.

## 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
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---------
Signed-off-by: Mayank Mittal <12863862+Mayankm96@users.noreply.github.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>
Co-authored-by: ooctipus <zhengyuz@nvidia.com>

# Description

Added a new argument: is_global to the set_external_force_and_torque
methods of the articulation and rigid body assets. This allows to set
external wrenches in the global frame directly from the method call
rather than having to set the frame in the configuration.

## Type of change

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

## Checklist

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`./isaaclab.sh --format`
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extension's `config/extension.toml` file
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exists there

---------
Signed-off-by: Mayank Mittal <12863862+Mayankm96@users.noreply.github.com>
Co-authored-by: Mayank Mittal <12863862+Mayankm96@users.noreply.github.com>

# Description

This PR fixes a minor numbering sequence issue in the conda environment
setup instructions displayed by `isaaclab.sh`.

- Fixed step numbering from "4. To perform formatting" to "3. To perform
formatting"
- Fixed step numbering from "5. To deactivate the environment" to "4. To
deactivate the environment"

## Type of change

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

## Checklist

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# Description

Adds correct forward pass for GRU-based recurrent policies in the
`isaaclab_rl/rsl_rl/exporter.py` script.

See [issue](https://github.com/isaac-sim/IsaacLab/issues/3008) for more
details

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

## Checklist

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# Description

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Update the Multi GPU documentation to include more information about how
we integrate with Pytorch and include more documentation links.

Fixes # (issue)

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# Description

Fixes #1910,  #3010

### ✅ Typo Fixes

- Replaced `tome` → `time` in the following files:
  - `velocity_command.py`
  - `quadcopter_env.py`
  - `pre_trained_policy_action.py`
  - `pose_command.py`
  - `pose_2d_command.py`
  - `imu.py`
  - `contact_sensor.py`

- Corrected article usage `an numpy` → `a numpy` in:
  - `manager_based_rl_env.py`
  - `direct_rl_env.py`
  - `direct_marl_env.py`

- Removed repeated determiners (`the the`, `then then`) in:
  - `visualization_markers.py`

- Fixed incorrect expansion of the abbreviation **TGS** (In issue 1910):
- Changed **TGS (Truncated Gauss-Seidel)** → **TGS (Temporal
Gauss-Seidel)**

---

### 🛠️ Docstring Fix

- In `visualization_markers.py`, the `_process_prototype_prim` function
had a docstring referencing `prim_path` and `stage`, which are not part
of the function signature.
The docstring has been updated to correctly document only the `prim`
argument.

> Note: The original docstring seems to have been copied from
[`utils.py`](https://github.com/isaac-sim/IsaacLab/blob/main/source/isaaclab/isaaclab/sim/utils.py)
without modification.

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# Description

Change `randomization` to `events` in Digit envs

## Type of change

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

## Checklist

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# Description

This PR removes jsmith and Dhoeller from code owners

Fixes # (issue)

## Type of change

- cleanup

## Checklist

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# Description

Adds an automated job to cherry-pick new commits from main to devel to
help keep the two branches in sync.


## Type of change

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


## Checklist

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This PRs enables add mannual seeding for all play scripts,
To minimize the merge conflict due to ordering and formating, this pr
built on top of #2995, and should be merge after it.

I have mannual tested all rl-framework will work

Fixes # (issue)

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# Description

As discussed by several earlier commit and issues #2135 #1654 #1384
#1509, there is a distinction between motor hardware velocity
limit(velocity_limit), effort limit(effort_limit), simulation velocity
limit(velocity_limit_sim) and effort limit(effort_limit_sim).

ImplicitActuator, lacking the motor model, is inherently
non-attributable to velocity_limit or effort_limit, and should be using
velocity_limit_sim and effort_limit_sim instead if such limits should be
set. However, since most of environment with `ImplicitActuatorCfg` was
written before v1.4, when velocity_limit was basically ignored, and
velocity_limit_sim did not exist. To not break those environments
training, we remove all `velocity_limit` attribute from existing
`ImplicitActuatorCfg`, change all `effort_limit` to `effort_limit_sim`,
and added documentation to articulate this point .

However, even with removing velocity_limit, effort_limit, there could be
subtitles interacting with default USD value. USD may have joints that
comes with velocity_limit_sim and effort_limit_sim unnoticed by user.
Thus, user may thinking sim_limits are uncaped by not specifying limits
in Cfg, but is silently set in USD.

To make that more clear, this PR added flag:
`actuator_value_resolution_debug_print(default to false)` in
`ArticulationCfg`
that has following behavior:

case 1: if USD has default, ActuatorCfg has limits
       >if limits is same -> we are all good, no warning.
       >if limits is different -> we warn user we used cfg value.
case 2: USD has default, ActuatorCfg no limits -> We warn user saying
the USD defaults is used
 
Note that his logging can apply to all other joint attributes where
there could be USD-ArticulationCfg conflicts, not limited to
`velocity_limit_si,` or `effort_limit_sim` -> such as : stiffness,
damping, armature .....
 
 Note this section is also documented in articulation.rst
This PR added actuator discrepancy logging into the
:class:`ActuatorBase`.



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---------
Co-authored-by: Kelly Guo <kellyg@nvidia.com>

# Description

As reported by issue, isaaclab.scene.reset_to currently does not run
well with env_id = None, even though None is one of its default values.

This PR make sure it supports and and added tests that tensor input and
None should both work well
 
Fixes #2878

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# Description

User may install isaaclab with pip but also want to create an internal
template in cloned isaaclab that doesn't sit in miniconda's python
site-packages, and of course this internal template will not be detect
by python, but we also don't want to create templates in site-package
neither, nobody do development in site-packages

The proper fix is to support both internal and external template
regardless the method user pick to install isaaclab, but for now, we
will add the warning to documentation that internal template with pip
isaaclab package is not supported


Fixes # (issue)

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<img width="863" height="947" alt="Screenshot from 2025-07-25 13-42-25"
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# Description

Adds license file for pygame as it's included as a sub-dependency of
rl-games.

## Type of change

- This change requires a documentation update

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# Description

There were some confusion with the Automator and docker deployment
documentation. The order of which these pages were placed didn't make
too much sense. This change moves the docker deployment up to the top
section and moves Automator docs to the Resources section.

## Type of change

- This change requires a documentation update

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# Description

We have introduced a couple of new python dependencies/sub-dependencies.
Adding license files for them to make sure they are captured in our
dependencies list.

## Type of change

- This change requires a documentation update

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# Description

This PR adds tests for actuator initialization, configuration, and
computation for Implicit, IdealPD, and DC motor actuators.

This PR also updates the DCMotor model to clip based on a four quadrant
DC motor model. This will fix improper clipping in the negative power
regions (i.e. positive torque and negative velocity or negative torque
and positive velocity).

NOTE: This PR is dependant on the pytest migration in:
[2034](https://github.com/isaac-sim/IsaacLab/pull/2034)
This PR includes changes made in
[2291](https://github.com/isaac-sim/IsaacLab/pull/2291) and would be an
alternate candidate.

Fixes [#2139](https://github.com/isaac-sim/IsaacLab/issues/2139)

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---------
Signed-off-by: Kelly Guo <kellyg@nvidia.com>
Signed-off-by: James Tigue <166445701+jtigue-bdai@users.noreply.github.com>
Signed-off-by: Kelly Guo <kellyguo123@hotmail.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

This PR adds the option to set wrench positions to
`set_external_force_and_torque`. This is a non-breaking change as the
positions are passed as an optional argument. When no positions are set,
the function defaults to the original implementation, that is, no
positions are passed to PhysX. The PR also adds tests to check that the
position values are correctly set into their buffer, but does not check
if the resulting wrenches are correct. I did test the Quadcopter task
before and after this PR and the training results are exactly the same.

As of now, the function follows the original layout. But it could make
sense to offer the option to set the position in either the link frame
or the CoM frame. This would follow the recent changes made to the
set_pose and set_velocity methods for instance. However, this would be a
breaking change. Hence, for now, this has not been implemented. One
could also argue, that this could be done prior to feeding the positions
outside this method. Please let me know what you feel is best, and I'll
update the PR accordingly.

If one wanted to test the resulting wrenches, it would require a simple
test articulation like a 1kg sphere that would be used to accurately
compute the expected velocities. This is also feasible, but I feel like
this test is more on the PhysX side of things, let me know.

This change will require an update of the API documentation to include
the position argument.

Fixes #1678 

## 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`
- [ ] 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
- [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

---------
Co-authored-by: Kelly Guo <kellyg@nvidia.com>

# Description
This PR enables hydra override for all play.py scripts
I have mannually tested all rl_frameworks and worked.

I remember there is a issue related, but couldn't find it, feel free to
add to it if you found it.

## Type of change

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

## Screenshots

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## 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
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---------
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

As required by https://github.com/isaac-sim/IsaacLab/pull/2962 and
vulnerabilities in torch 2.5.1, this change updates torch to 2.7.0
during the installation of Isaac Lab.

Although inconsistent with Isaac Sim 4.5 (still on torch 2.5.1), Isaac
Lab should work fine with 2.7.0+cu128. This update will also allow us to
have better support for blackwell GPUs.

## Type of change

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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

## 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
- [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

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# Description
This PR supports enables ManagerBasedRLEnv to properly support
gymnaisum's composite observation gym.spaces.Dict at term-level with
proper min, max specification. The benefit is that this will give
rl-library a clearer signs how to pre-process the obseravtion data.

Before:
All terms are assigned with `gym.Spaces.Box(min=-np.inf, max=np.inf)`,
one problem with this is that from rl-library side, is that some
rl-libraries network construction depends heavily on observations space
details. RL-library (e.g. sb3) looks at `gym.Spaces.Box.min` and
`gym.Spaces.Box.max` to determine if they need to normalize it at
library side.

After:
this PR utilizes on obs_terms's clip to determine if gym.Spaces.Box
should be stricter. For example, environment obs_term returning
gym.Spaces.Box(min=0, max=255) will be automatically detected by sb3,
and a proper scalling be applied automatically. whereas
gym.Spaces.Box(min=-inf, max=inf) will fail.

while no special case is treated for gym.Spaces.Box(min=-1, max=1), but
this will makes the rl-library easy to figure out that this term is
already clipped, not more transformation needed.


## Type of change

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applicable. -->

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

## Screenshots

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## 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
- [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

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

# Description

Automated job that runs on every PR to check for any dependencies that
have non-permissive licenses.

## 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
- [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

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---------
Signed-off-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

Adds license file for the Valkyrie robot in order for us to include it
into Isaac assets.


## 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
- [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
- [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

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# Description

Adds a CITATION.cff file for automatically generating citation link.

## 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
- [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

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---------
Signed-off-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

This PR extend `script/reinforcement_learning/sb3/train.py` with feature
to continue learning by loading the checkpoint.

## Type of change

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applicable. -->

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

## Screenshots

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## Checklist

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`./isaaclab.sh --format`
- [ ] 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
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- [ ] 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
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---------
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

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to check the contribution guidelines.

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This PR fixes shape‑handling bugs in the termination helpers
**`joint_pos_out_of_limit`** and **`joint_pos_out_of_manual_limit`**:

* **Root cause** – both functions reduced across joints with
`torch.any(dim=1)` **before** slicing with `asset_cfg.joint_ids`,
leaving a 1‑D tensor and triggering an `IndexError: too many indices`.
* **Fix** – construct a single `violations` mask, optionally slice
joints, **then** reduce with `torch.any(dim=1)`.
This preserves correct shapes (`[num_envs]`) and works for any
joint‑selection type (`None`, `slice`, list, or tensor).
* **Additional improvements**

* Made `asset_cfg` immutable by avoiding in‑place modification of
`joint_ids`.
  * Added docstring details and harmonised logic between both helpers.

No new dependencies were introduced.

Fixes https://github.com/isaac-sim/IsaacLab/issues/2441

<!-- As a practice, it is recommended to open an issue to have
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## Type of change

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

* [x] Bug fix (non-breaking change which fixes an issue)
* [ ] 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

## Screenshots

*Not applicable – logic‑only change.*

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## Checklist

* [ ] 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
* [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

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---------
Signed-off-by: Giulio Romualdi <giulio.romualdi@gmail.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>

This PR fixes the bug in the test `test_modify_env_param_curr_term`
```
    modify_reset_joint_pos = CurrTerm(
        func=mdp.modify_term_cfg,
        params={
            "address": "events.reset_pole_position.params.position_range", <------
            "modify_fn": replace_value,
            "modify_params": {"value": (-0.0, 0.0), "num_steps": 1},
        },
    )
```

it is trying to modify `events.reset_**pole**_position`

but in the assertion, it is checking `events.reset_**cart**_position`

```
joint_ids = env.event_manager.cfg.reset_cart_position.params["asset_cfg"].joint_ids
assert torch.all(robot.data.joint_pos[:, joint_ids] == 0.0)
```

it wasn't an error before because reset_joints_by_offset function was
buggy, and the tests suite passed before right before that bug was
fixed. Now that bug fixed, we found out this bug.

## Screenshots

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## 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
- [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

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---------
Signed-off-by: Kelly Guo <kellyg@nvidia.com>
Signed-off-by: ooctipus <zhengyuz@nvidia.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>

# Description

Remove the usage of the REMOTE_DEPLOYMENT environment variable (e.g.,
export REMOTE_DEPLOYMENT=3) from the example code blocks in the
[IsaacLab App
documentation](https://isaac-sim.github.io/IsaacLab/main/source/api/lab/isaaclab.app.html),
as this variable has been deprecated.

Fixes #2920  (issue)


## Type of change

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

## Screenshots
Before
<img width="817" height="279" alt="isaaclab_app"
src="https://github.com/user-attachments/assets/cfd45532-8b43-4285-9ed9-81039c7624e1"
/>
After
<img width="810" height="256" alt="Screenshot from 2025-07-15 09-54-47"
src="https://github.com/user-attachments/assets/65838873-7374-4eee-8963-f35ca661725e"
/>



## Checklist

- [O] I have run the [`pre-commit` checks](https://pre-commit.com/) with
`./isaaclab.sh --format`
- [O] I have made corresponding changes to the documentation
- [O] My changes generate no new warnings
- [O] 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
- [O] I have added my name to the `CONTRIBUTORS.md` or my name already
exists there

# Description

This is a follow-up to #1746 by @lukasfro — thanks for the great work
there!

I’ve been using this feature and found it really helpful. Since the only
remaining request was to resolve merge conflicts and the PR has been
quiet for a bit, I went ahead and rebased it on the latest `main` to
help move things forward.

I branched directly off @lukasfro’s [original
branch](https://github.com/lukasfro/IsaacLab/tree/feature/force_matrix_w_history)
to preserve their authorship, and only applied the changes needed to
resolve the conflicts.

Of course, if @lukasfro prefers to continue the original PR, I’m more
than happy to close this. Just hoping to be helpful and support getting
this great addition merged.

All credit for the original work goes to @lukasfro.

Fixes #1720

## 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
- [ ] 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

---------
Signed-off-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: lukasfro <lukas.froehlich@swiss-mile.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>

# Description

Expands the documentation on actuators and the importance of the
armature parameter when using explicit actuators.

## 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
- [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

wandb logging function is provided in rl_games script. So we remove the
wandb logging in task level. Also, we edit the task registration style
to help startup perf.

## 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: Kelly Guo <kellyguo123@hotmail.com>

# Description

Changes the default setting for the enable stabilization flag from True
to False.

Fixes #2319

## Type of change

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

## Screenshots

| Before | After |
:-------------------------:|:-------------------------:

![net_contact_forces_1kz](https://github.com/user-attachments/assets/a9d7851c-d42a-4f22-8ea7-6b187070057e)|
![net_contact_forces_after](https://github.com/user-attachments/assets/523b8b5c-d8db-435c-bb66-c4312d2c6c18)

![force_matrices_1khz](https://github.com/user-attachments/assets/30feb2e1-d1f6-402f-8ca0-3a727bce4424)
|
![force_matrices_after](https://github.com/user-attachments/assets/3294335f-c5d5-4c4d-ac8a-e2c2e995e2a0)



## 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

---------
Signed-off-by: Antoine RICHARD <antoiner@nvidia.com>
Co-authored-by: Mayank Mittal <12863862+Mayankm96@users.noreply.github.com>

# Description

This PR created two curriculum mdp that can change any parameter in env
instance.
namely `modify_term_cfg` and `modify_env_param`.

`modify_env_param` is a more general version that can override any value
belongs to env, but requires user to know the full path to the value.

`modify_term_cfg` only work with manager_term, but is a more user
friendly version that simplify path specification, for example, instead
of write "observation_manager.cfg.policy.joint_pos.noise", you instead
write "observations.policy.joint_pos.noise", consistent with hydra
overriding style

Besides path to value is needed, modify_fn, modify_params is also needed
for telling the term how to modify.



Demo 1: difficulty-adaptive modification for all python native data type
```
# iv -> initial value, fv -> final value
def initial_final_interpolate_fn(env: ManagerBasedRLEnv, env_id, data, iv, fv, get_fraction):
    iv_, fv_ = torch.tensor(iv, device=env.device), torch.tensor(fv, device=env.device)
    fraction = eval(get_fraction)
    new_val = fraction * (fv_ - iv_) + iv_
    if isinstance(data, float):
        return new_val.item()
    elif isinstance(data, int):
        return int(new_val.item())
    elif isinstance(data, (tuple, list)):
        raw = new_val.tolist()
        # assume iv is sequence of all ints or all floats:
        is_int = isinstance(iv[0], int)
        casted = [int(x) if is_int else float(x) for x in raw]
        return tuple(casted) if isinstance(data, tuple) else casted
    else:
        raise TypeError(f"Does not support the type {type(data)}")
```
(float)
```
    joint_pos_unoise_min_adr = CurrTerm(
        func=mdp.modify_term_cfg,
        params={
            "address": "observations.policy.joint_pos.noise.n_min",
            "modify_fn": initial_final_interpolate_fn,
            "modify_params": {"iv": 0., "fv": -.1, "get_fraction": "env.command_manager.get_command("difficulty")"}
        }
    )
```

(tuple or list)
```
command_object_pose_xrange_adr = CurrTerm(
        func=mdp.modify_term_cfg,
        params={
            "address": "commands.object_pose.ranges.pos_x",
            "modify_fn": initial_final_interpolate_fn,
            "modify_params": {"iv": (-.5, -.5), "fv": (-.75, -.25), "get_fraction": "env.command_manager.get_command("difficulty")"}
        }
    )
```

Demo 3: overriding entire term on env_step counter rather than adaptive
```
def value_override(env: ManagerBasedRLEnv, env_id, data, new_val, num_steps):
    if env.common_step_counter > num_steps:
        return new_val
    return mdp.modify_term_cfg.NO_CHANGE

object_pos_curriculum = CurrTerm(
        func=mdp.modify_term_cfg,
        params={
            "address": "commands.object_pose",
            "modify_fn": value_override,
            "modify_params": {"new_val": <new_observation_term>, "num_step": 120000 }
        }
    )
```

Demo 4: overriding Tensor field within some arbitary class not visible
from term_cfg
(you can see that 'address' is not as nice as mdp.modify_term_cfg)
```
def resample_bucket_range(env: ManagerBasedRLEnv, env_id, data, static_friction_range, dynamic_friction_range, restitution_range, num_steps):
    if env.common_step_counter > num_steps:
          range_list = [static_friction_range, dynamic_friction_range, restitution_range]
          ranges = torch.tensor(range_list, device="cpu")
          new_buckets = math_utils.sample_uniform(ranges[:, 0], ranges[:, 1], (len(data), 3), device="cpu")
          return new_buckets
    return mdp.modify_env_param.NO_CHANGE

object_physics_material_curriculum = CurrTerm(
        func=mdp.modify_env_param,
        params={
            "address": "event_manager.cfg.object_physics_material.func.material_buckets",
            "modify_fn": resample_bucket_range,
            "modify_params": {"static_friction_range": [.5, 1.], "dynamic_friction_range": [.3, 1.], "restitution_range": [0.0, 0.5], "num_step": 120000 }
        }
    )
```


## Type of change

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---------
Signed-off-by: ooctipus <zhengyuz@nvidia.com>
Signed-off-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>

Fixes reset_joints_by_scale and reset_joints_by_offsets to only affect the joint_names specified in SceneEntityCfg (#2899)

# Description

Both reset_joints_by_offsets and reset_joints_by_scale ignores the
joint_ids specified in SceneEntityCfg passed through asset_cfg and
affects all joints.

This bug is affecting all cartpole environments. 

After the fix the functions are restricted to only reset the joint
specified through SceneEntityCfg, Cartpole environment runs and reset
behaves correctly

Fixes #2800 #980 #1742 

## Type of change

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

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

# Description

@Toni-SM pointed out that Isaac Lab must match Isaac Sim/ Kit
107.3.1-206797 Pillow 11.2.1

this PR update pillow dependencies to match that of sim and kit

## Type of change

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

## Screenshots

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# Description

Fixes missing  `ray_cast_drift` in `RayCasterCamera`

Fixes #2891 

## 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
- [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

---------
Signed-off-by: Kelly Guo <kellyg@nvidia.com>
Signed-off-by: Kelly Guo <kellyguo123@hotmail.com>
Co-authored-by: Kelly Guo <kellyg@nvidia.com>
Co-authored-by: Kelly Guo <kellyguo123@hotmail.com>