Difference between revisions of "MuJoCo MJX"

From Humanoid Robots Wiki
Jump to: navigation, search
Line 8: Line 8:
 
  pip install mujoco-mjx
 
  pip install mujoco-mjx
 
  </syntaxhighlight>
 
  </syntaxhighlight>
 +
 +
== Colab Tutorial ==
 +
 +
A detailed tutorial demonstrating the use of MJX along with reinforcement learning to train humanoid and quadruped robots to locomote is available [https://colab.research.google.com/github/google-deepmind/mujoco/blob/main/mjx/tutorial.ipynb#scrollTo=MpkYHwCqk7W- here].

Revision as of 21:42, 21 May 2024

Overview

MuJoCo XLA (MJX) is a specialized extension of the MuJoCo physics engine, designed to run simulations on hardware supported by the XLA (Accelerated Linear Algebra) compiler via the JAX framework.

Installation

Install using:

 pip install mujoco-mjx

Colab Tutorial

A detailed tutorial demonstrating the use of MJX along with reinforcement learning to train humanoid and quadruped robots to locomote is available here.