사족보행 로봇 연구 기록
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V1 · 소프트웨어 · Oct 8–9, 2026

Training on a lab PC with MuJoCo Warp

Training moved to a lab PC with an RTX 5070 Ti, and its physics from the JAX backend of MuJoCo MJX to the Warp backend. Rewards, randomization and the PPO setup are unchanged.

  • Physics steps per second on flat ground: 0.90 M on JAX, 8.1 M on Warp
  • On the stair field: 0.52 M on JAX, 4.09 M on Warp
  • 1 billion training steps of the official-size policy: 46 min
  • Training curves and the stair-course result match between the two backends