MuJoCo – Advanced Physics Simulation

https://github.com/google-deepmind/mujoco

Article

TL;DR: MuJoCo is the go-to open-source physics sim for robot training — runs on macOS, no NVIDIA required.

Key Takeaways

  • Used to train G1 humanoid robots; works on macOS without NVIDIA stack dependencies
  • Now a core component of NVIDIA’s Newton physics system despite being Google DeepMind’s project
  • StuffMadeHere used it for mini-golf simulation, showing broad non-robotics utility

Discussion

  • [prathje]: Training G1 humanoid with MuJoCo; no NVIDIA dependency needed
  • [zokier]: MuJoCo is also a core part of NVIDIA’s Newton physics system
  • [cachius]: StuffMadeHere used it for mini-golf simulation

    The physics engine I’m using is called MuJoCo. And if you’re wondering why I didn’t write my own physics engine, it’s basically because I don’t have 20 years.

  • Practitioners confirmed MuJoCo as the practical default for robot sim work outside NVIDIA’s ecosystem.

Discuss on HN


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Added Apr 22, 2026
Modified Apr 22, 2026