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arXiv Robotics — research abstracts· Jingyun Yang, Baiyu Shi, Timothy Yu, Haitian Liu, Alberta Longhini, Weichen Wang, Rika Antonova, Zhenan Bao, Jeannette Bohg·· 3 hours agoEditorial score65

SoTa: Soft Tactile Skins for Dexterous Manipulation

SoTa: Soft Tactile Skins for Dexterous Manipulation

Summary

This research presents SoTa, a low-cost capacitive tactile skin that provides full-hand coverage for both humans and robots. The sensor features a shared layout of 202 taxels across finger and palm regions, enabling human-robot co-training with a common tactile encoder. Tactile observations improve success rates in dexterous manipulation tasks, with human demonstrations more than doubling mean success across eight evaluation conditions.

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What the source reports

Publisher-reported claims, with original evidence. These results have not been independently verified by RoboSignal.

What remains unknown

Not established in the collected evidence: Environment, Control, Data origin.

Reported performance applies to the described task. It does not establish general autonomy or deployment readiness.

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Source:arXiv Robotics — research abstracts · arxiv.org