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An Improvement of Robot Stiffness-Adaptive Skill Primitive Generalization Using the Surface Electromyography in Human–Robot Collaboration

Learning from Demonstration in robotics has proved its efficiency in robot skill learning. The generalization goals of most skill expression models in real scenarios are specified by humans or associated with other perceptual data. Our proposed framework using the Probabilistic Movement Primitives (...

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Detalles Bibliográficos
Autores principales: Guan, Yuan, Wang, Ning, Yang, Chenguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478287/
https://www.ncbi.nlm.nih.gov/pubmed/34594181
http://dx.doi.org/10.3389/fnins.2021.694914