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LaST-HD Enables Robot Manipulation Learning from Human-Hand Data

LaST-HD leverages human-hand demonstrations to provide scalable physical interaction data for robot learning, addressing the challenge of aligning physical dynamics beyond mere geometric correspondence. This approach improves the transfer of manipulation skills from humans to robots by focusing on...

Topic: Robotics Source: arXiv · arxiv.org Published 2026-06-22 17:59 UTC Fetched 2026-06-23 09:18 UTC

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By moving beyond geometric retargeting to capture underlying physical dynamics, LaST-HD enhances the robustness of robot manipulation learning from human data. This could accelerate the development of robots capable of more dexterous and adaptable physical interactions.

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Score 77 Source Type arxiv Reposts 0 Topic Quality 55

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