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witcheer/microduck-standup
microduck-standup is a reinforcement learning model from witcheer. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for onnx.
Get-up policy (Mjlab-StandUp-Flat-MicroDuck), simulation only: 25,000 iterations (the maker's 15,000 plus a 10,000 extension), 4096 envs, 407 min on one RTX 5090. Stands from sitting and from face down and holds stand…
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Updated Sep 21, 2026
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From the Hugging Face model README
Get-up policy (Mjlab-StandUp-Flat-MicroDuck), simulation only: 25,000 iterations (the maker's 15,000 plus a 10,000 extension), 4096 envs, 407 min on one RTX 5090. Stands from sitting and from face down and holds standing; from flat on its back it freezes half-rolled (0 of 2 takes). Not yet tested on a real Microduck.
A episodic policy for the microduck (61-D observation, 14 actions, 50 Hz). Runs 6.0 s and returns itself to a standing pose.
sudo robotctl policy add standup witcheer/microduck-standup
robotctl robot do standup
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).
pollen-robotics/microduck_rldevelop53b8971b6