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Independent publisher

Yao Xiao

yaoxiao-0512

Models in Library1
Datasets in Library0
Models on Hugging Face1
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Torque-safe locomotion policies for the BorderCollieRobot quadruped (0.5x scale, 8x RS01 + 6x RS00). Gate: Hard gate checks delivered torque vs RS01 17 N.m / RS00 14 N.m. MARGINAL = hard limits not violated, but P99 > 70% soft threshold. All three cleared the hard limits; zero FAILs under the new delivered gate. - policy.onnx - Deployed policy ([1,61] -> [1,14], 50Hz) - model199.pt - PPO checkpoint (200 iters) - evalmeta.json - Evaluation metadata - effortlimit = 17/14 N.m (peak) - Other weights frozen at Phase 3 trial #7 Phase 4 (after P0 motor identification): full fine-tuning to push MARGINAL -> PASS. See collierlphases.pdf for the complete story.

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