• Michael Noseworthy's avatar
    Adds FORGE tasks for contact-rich manipulation with force sensing to IsaacLab (#2968) · 553f1f5d
    Michael Noseworthy authored
    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`
    
    - 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`
    - [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: 's avatarKelly Guo <kellyguo123@hotmail.com>
    Co-authored-by: 's avatarOcti Zhang <zhengyuz@nvidia.com>
    Co-authored-by: 's avatarKelly Guo <kellyguo123@hotmail.com>
    553f1f5d
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