# Description

This PR updates the skrl integration to support training/evaluation
using JAX ML framework

## Type of change

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

## Checklist

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exists there

Adds the empirical normalizer in the ONNX model export for RSL-RL `play.py`
script. Earlier, this was not being done, which would cause empirical
normalization to not work in the ONNX model.

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

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exists there

# Description

In the quadruped example, two robots are assigned the same origin. This
PR fixes that.

## Type of change

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

## Checklist

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`./isaaclab.sh --format`
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This PR adds back in the functionality that was added with
https://github.com/isaac-orbit/IsaacLab/pull/542

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

- [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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exists there

---------
Signed-off-by: James Smith <142246516+jsmith-bdai@users.noreply.github.com>
Co-authored-by: Mayank Mittal <12863862+Mayankm96@users.noreply.github.com>

# Description

This PR adds in a few changes that enable the extension based workflow
to work properly.

The main changes are:
* Disable the check for a pre-existing `SimulationContext` in
`manager_based_env.py`
* Move gym spaces setup to load_managers as this can't be called yet in
extension workflow
* Only do `flush` calls if Isaac Sim version < 4.0

Fixes #540

## 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: Hunter Hansen <50837800+hhansen-bdai@users.noreply.github.com>
Co-authored-by: Hunter Hansen <50837800+hhansen-bdai@users.noreply.github.com>

# Description

The previous rendering logic had a bug where a render call would also
step physics `render_interval` number of times.

This was a regression introduced in
59493b89

## Type of change

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

## Checklist

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`./isaaclab.sh --format`
- [ ] I have made corresponding changes to the documentation
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feature works
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exists there

# Description

Earlier the wrapper was checking the action space boundedness through
`is_bounded` function. However, that method returns a boolean instead of
a string. This MR fixes this issue.

Fixes #609

## Type of change

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

## Checklist

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exists there

Sometimes the simulation app got stuck when trying to interrupt the
process from the terminal. Removing the call to faulthandler resolved
this issue (I think). In Isaac Sim 4.0, the fault handler is enabled
inside the SimulationApp directly so we don't need to do it anymore.

## Type of change

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

## Checklist

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# Description

Fixes documentation instructions error for open cabinet state machine.

## Type of change

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

## Checklist

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# Description

Previously, the images were rendered as "white" even in the dark theme
of the documentation. This MR fixes the images and adds their
counterpart for dark theme.

## 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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exists there

# Description

Previously, the gravity direction inside the `RigidObjectData` class was
hard-coded as (0, 0, -1). However, this quantity may have a different
direction in some simulation situations. This MR removes this hard
coding and directly reads the value from the simulation view.

## Type of change

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

# Description

Changes documentation color to green theme.

## Type of change

- This change requires a documentation update

## Screenshots

| Light Theme | Dark Theme |
| ------ | ----- |
|
![image](https://github.com/isaac-sim/IsaacLab/assets/12863862/149af341-dd27-408f-aea8-1526bd92530c)
|
![image](https://github.com/isaac-sim/IsaacLab/assets/12863862/39cef5e7-3917-4b77-9187-80b5c03cc2bc)
|

## Checklist

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`./isaaclab.sh --format`
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Earlier, we used the `sphinx-tabs` module, which didn't work well with
the `sphinx-book-theme` of our documentation. This MR removes this
dependency and uses `sphinx-design` instead for tabs. This natively
supports the dark theme.

## Type of change

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

## Screenshots


https://github.com/isaac-sim/IsaacLab/assets/12863862/a56e1fa4-9b3c-4161-83bd-95b0e3b10334


## Checklist

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exists there

This MR moves the migration guide to their own section to make them more
prominent. Additionally, it removes the migration information about
Isaac Sim which is now outdated for the latest release.

## Type of change

- This change requires a documentation update

## Checklist

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This PR updates `skrl` to version `>=1.2.0` and include the support for
distributed multi-gpu learning in Isaac Lab docs,
See [skrl-v1.2.0](https://github.com/Toni-SM/skrl/releases/tag/1.2.0)
for more details

## Type of change

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

## Checklist

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

With the lazy buffer implementation in asset classes, we pass the
physics sim-view to the data object. This increments the reference count
of the sim-view instance and blocks the asset instance itself to be
garbage collected properly.

This MR takes steps to fix this issue.

## 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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exists there

This MR adds the path of the isaac lab extensions to vscode
`python.analysis.extraPaths` to execute intelligent prompt in vscode
properly.

Fixes #463

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

In  .vscode/tools/setup_vscode.py

![f9429980-bf0b-4e28-917b-10c0eccc92ce](https://github.com/isaac-sim/IsaacLab/assets/75050508/18cf4868-28be-4907-ae6e-be287ff946b1)

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exists there

According to PIP, both`rl_games` and `rl-games` are valid PIP packages
and are resolved similarly. This MR adds support for the different name
conventions of PIP packages in the `setup.py` for the
`omni.isaac.lab_tasks` extension.

Fixes #547

## Type of change

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

## Checklist

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`./isaaclab.sh --format`
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* Adds a lot of missing docstrings related to buffers and new actuator
models
* Nitpicks clean ups to make it simpler to read
* Adds unit test for the circular buffer class

## Type of change

- 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

This MR fixes some of the docstrings related to the tile-rendering
camera. Additionally, it adds a demo script showcasing the images
obtained through the different camera implementations in IsaacLab.

## Type of change

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

## Checklist

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# Description

Earlier, it was unclear where the configuration classes and
corresponding classes belonged inside the `omni.isaac.lab.envs` module.
This MR reorganizes the module to ensure parity between the class and
its respective configuration class. The MR also fixes docstrings with
the hope of making things cleaner.

## Type of change

- Bug fix (non-breaking change which fixes an issue)
- 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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`./isaaclab.sh --format`
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exists there

Fixes #476

The parameter substeps in the Simulation config had no influence on the
rendering frequency.
Additionally, app.update was not properly called when initializing the
stage due to the render method overload. This led to problems when
modifying the render interval.

- Merged physics stepping and rendering inside the step method in the
simulation config.
- Renamed substeps to render_interval in the simulation config.
- Updated all the tasks

## Type of change

- Breaking change (fix or feature that would cause existing
functionality to not work as expected)

## Checklist

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`./isaaclab.sh --format`
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Fixes Isaac Lab when run in extension mode. 

## Type of change

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

## Checklist

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# Description

This MR updates broken links in the documentation and code references.

## Checklist

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Fixes #475 

## Type of change

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

## Checklist

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Fixes Isaac Sim docker tag

## Type of change

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

- Fix CartpoleDepthCameraEnvCfg
- Add option to save images to file

## Type of change

- Bug fix (non-breaking change which fixes an issue)
- New feature (non-breaking change which adds functionality)

## Checklist

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The event reset_root_state_uniform had two different logics for setting position and orientation:
```
positions = root_states[:, 0:3] + env.scene.env_origins[env_ids] + rand_samples[:, 0:3]
orientations = math_utils.quat_from_euler_xyz(rand_samples[:, 3], rand_samples[:, 4], rand_samples[:, 5])
```
where the position is set by adding the random samples to the default root states, but the orientation was set as an absolute value.

Both orientation and position are now relative offsets.

## Type of change

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

## Checklist

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`./isaaclab.sh --format`
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exists there

Improves the `omni.isaac.lab.assets.RigidObjectData` and
`omni.isaac.lab.assets.ArticulationData` buffers to update their data
lazily. Before, all the data was always updated at every step, even if
it was not used by the task. This improves performance for all the
tasks.

## Type of change

- New feature

## Screenshots

For the Cartpole task, blue is before, red is this MR.

![image](https://github.com/isaac-sim/IsaacLab/assets/11162199/99cbe73d-fa89-4de9-a94c-306cc7e0766f)

## Checklist

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exists there

Updates pip installation instructions

# Description

Fixes articulation indexing.

Fixes # [472](https://github.com/isaac-sim/IsaacLab/issues/472)

## Type of change

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

## Checklist

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exists there

Added Unitree G1 locomotion example

## Type of change

- New feature

## Checklist

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`./isaaclab.sh --format`
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exists there

Fixes typo in docs/source/features/actuators.rst

- Update Automator instructions
- Update URL links
- Update rsl_rl inference example
- Add tiled rendering memory note

Adds a new reward for Spot's gait, which is based on the foot body name

## Type of change

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

## Checklist

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exists there

Fixes installation and documentation:
- Now installs torch with cuda support on Windows
- Fixes some links in the documentation

Fixes #404 

## Type of change

- Bug fix

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