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MuJoCo

Google DeepMind

Community
Back to productsSimulation Software

MuJoCo

Google DeepMind

Community

Fast, accurate physics engine for contact-rich robotics: soft-contact convex solver trusted for manipulation and locomotion research, with MJX (JAX) for massively parallel GPU/TPU simulation — Apache-2.0 since DeepMind open-sourced it.

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Updated39d ago

Tags

simulationphysics-enginereinforcement-learningmjcfopen-source

Fast, accurate physics engine for contact-rich robotics: soft-contact convex solver trusted for manipulation and locomotion research, with MJX (JAX) for massively parallel GPU/TPU simulation — Apache-2.0 since DeepMind open-sourced it.

licenseApache-2.0
$pip install mujoco

Fast, accurate physics engine for contact-rich robotics: soft-contact convex solver trusted for manipulation and locomotion research, with MJX (JAX) for massively parallel GPU/TPU simulation — Apache-2.0 since DeepMind open-sourced it.

Save it, compare it, request a quote or record that you have used it — with an account.

Sign in to save or compare
Updated39d ago

Tags

simulationphysics-enginereinforcement-learningmjcfopen-source

Overview

MuJoCo (Multi-Joint dynamics with Contact) is a physics engine purpose-built for fast, accurate simulation of articulated systems in contact — the property that made it the default for manipulation, locomotion and reinforcement-learning research. Its convex soft-contact model delivers stable, differentiable-friendly dynamics; models are described in MJCF XML; and MJX reimplements the pipeline in JAX for thousands of parallel environments on GPU/TPU. Acquired and open-sourced by DeepMind (Apache-2.0) in 2022, it is under active development (3.x line) with Python bindings, interactive viewer, and the Menagerie library of validated robot models.

simulationphysics-enginereinforcement-learningmjcfopen-source

Key features

  • Soft-contact convex solver: fast, stable contact-rich dynamics
  • MJX: JAX-based GPU/TPU pipeline for massively parallel RL
  • MuJoCo Menagerie: curated, validated robot models (arms, hands, humanoids, quadrupeds)
  • Apache-2.0, active 3.x development by Google DeepMind

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At a glance

License
Apache-2.0
Physics Engine
Native MuJoCo solver (convex soft contacts); MJX (JAX) for GPU/TPU parallelism
GPU Required
No

Manufacturer

GD
Google DeepMind

Founded 2010

Google's AI research lab — maintainers of MuJoCo

View organisation →

At a glance

License
Apache-2.0
Physics Engine
Native MuJoCo solver (convex soft contacts); MJX (JAX) for GPU/TPU parallelism
GPU Required
No

Manufacturer

GD
Google DeepMind

Founded 2010

Google's AI research lab — maintainers of MuJoCo

View organisation →