---
tags:
- microduck
- robotics
- reinforcement-learning
- onnx
library_name: microduck
pipeline_tag: robotics
---

# race200

Sprint 2m race policy (model_200): lane-keeping, Arena score 1.536s 5/5 locally

A **perpetual** policy for the [microduck](https://github.com/pollen-robotics/microduck) (61-D observation, 14 actions, 50 Hz). Runs until told otherwise — a gait, loaded into a policy slot.

## Run it on a robot

```bash
sudo robotctl policy load <slot> nxdev-org/microduck-race200
```

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**: `challenge-recipe-publishing`
- **commit**: `8d0dbc94c`