From Rough to Precise: Human-Inspired Phased Target Learning Framework for Redundant Musculoskeletal Systems

Redundant muscles in human-like musculoskeletal robots provide additional dimensions to the solution space. Consequently, the computation of muscle excitations remains an open question. Conventional methods like dynamic optimization and reinforcement learning usually have high computational costs or...

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Bibliographic Details
Main Authors: Junjie Zhou, Jiahao Chen, Hu Deng, Hong Qiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2019.00061/full