Play2Perfect: Dexterous Play Pretraining for Precise Assembly
Pre-trains a dexterous hand via unstructured 'play' interactions with objects, then fine-tunes for precise assembly tasks including 0.5 mm clearance insertions and furniture screwing, achieving 33x better sample efficiency than RL from scratch.
The skinny
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