Pro-0 trains dexterous robot hands from human demos with zero on-robot data

chris_j_paxton · x · 2026-11-12

A Stanford-affiliated team unveiled Pro-0, co-designing tactile data-collection gloves with ProHand and a learning pipeline to train dexterous robot policies purely from human demonstrations — with zero on-robot training data.

Early results cover three short tasks; a video shows the full human data-collection and robot trajectory-replay pipeline. The team presented a poster at the UMI Arena workshop at CoRL in Austin on 11/12.

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