Bio-Signal-Guided Robot Adaptive Stiffness Learning via Human-Teleoperated Demonstrations

Robot learning from human demonstration pioneers an effective mapping paradigm for endowing robots with human-like operational capabilities. This paper proposes a bio-signal-guided robot adaptive stiffness learning framework grounded in the conclusion that muscle activation of the human arm is posit...

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Bibliographic Details
Main Authors: Wei Xia, Zhiwei Liao, Zongxin Lu, Ligang Yao
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Biomimetics
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Online Access:https://www.mdpi.com/2313-7673/10/6/399
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