ballkick

Right-foot ball kick. Trained 2026-11-10 on an M1 Pro (Mjlab-BallKick-Flat-MicroDuck, 400 rounds x 256 envs). Mean reward 0.8 to 53.4; falls to zero.

A episodic policy for the microduck (61-D observation, 14 actions, 50 Hz). Runs 5.0 s and returns itself to a standing pose.

Run it on a robot

sudo robotctl policy add ballkick chair510/microduck-ballkick
robotctl robot do ballkick

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: 0daab160d
  • exported from a checkout with uncommitted changes
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