walk-rough

Walking gait trained in the rough-terrain task (Mjlab-Velocity-Rough-MicroDuck), simulation only: 8,000 iterations, 4096 envs, 324 min on one RTX 5090. The stock terrain curriculum kept almost every environment on the easiest tier for the whole run (steps under 1.5 mm, slopes under 4%), so treat this as a flat-ground walker with light terrain noise. Upright for a 12 s flat-ground take; no rough-ground take recorded yet. Not yet tested on a real Microduck.

A perpetual policy for the microduck (61-D observation, 14 actions, 50 Hz). Runs until told otherwise — a gait for the walk slot.

Run it on a robot

sudo robotctl policy load walk witcheer/microduck-walk-rough

The observation normalizer is baked into policy.onnx; feed raw observations. manifest.json follows schema 2 of the microduck policy manifest (docs/policy-manifest.md in the daemon repo).

Training

  • repo: pollen-robotics/microduck_rl
  • branch: develop
  • commit: 53b8971b6
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