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An Adaptive Imitation Learning Framework for Robotic Complex Contact-Rich Insertion Tasks

Complex contact-rich insertion is a ubiquitous robotic manipulation skill and usually involves nonlinear and low-clearance insertion trajectories as well as varying force requirements. A hybrid trajectory and force learning framework can be utilized to generate high-quality trajectories by imitation...

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Detalles Bibliográficos
Autores principales: Wang, Yan, Beltran-Hernandez, Cristian C., Wan, Weiwei, Harada, Kensuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787218/
https://www.ncbi.nlm.nih.gov/pubmed/35087872
http://dx.doi.org/10.3389/frobt.2021.777363