Add Colab link for System Identification toolbox.

PiperOrigin-RevId: 869091889
Change-Id: Ib5ec2e451c7037cc92b4cb1a9c58d05f0049b298
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Yuval Tassa
2026-02-12 01:40:50 -08:00
committed by Copybara-Service
parent 8e5436c335
commit a8cf4e012d
2 changed files with 7 additions and 0 deletions
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@@ -10,8 +10,13 @@ Significant new features
- Added new System Identification toolbox (Python), see
`README <https://github.com/google-deepmind/mujoco/blob/main/python/mujoco/sysid/README.md>`__ for details.
A Colab notebook demonstrating the toolbox is available here: |sysid_colab|
Contribution by :github:user:`kevinzakka`, :github:user:`aftersomemath`, :github:user:`jonathanembleyriches`,
:github:user:`qiayuanl`, :github:user:`spjardim` and :github:user:`gizemozd`.
.. |sysid_colab| image:: https://colab.research.google.com/assets/colab-badge.png
:target: https://colab.research.google.com/github/google-deepmind/mujoco/blob/main/python/mujoco/sysid/sysid.ipynb
- Actuators and sensors now support arbitrary delays via history buffers, and sensors values can be computed at
intervals larger than the simulation timestep. Using a delay or interval introduces a new ``mjData.history`` variable
to the :ref:`Physics state<siPhysicsState>`. See :ref:`Delays<CDelay>` for details.
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# System Identification Toolbox
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.png)](https://colab.research.google.com/github/google-deepmind/mujoco/blob/main/python/mujoco/sysid/sysid.ipynb)
Given a MuJoCo model and recorded sensor data, find parameters
that make simulation match reality. By default, the library uses
nonlinear least-squares with box constraints to minimize the difference