Model-based Reinforcement Learning Variable Impedance Control for 1-DOF PAM Elbow Exokeleton

Author:

Zhao Zhirui1,Xiao Jichun1,Wang Shuopeng1,Liu Mingfang1,Li Xing2,Hao Lina1

Affiliation:

1. Northeastern University,School of Mechanical Engineering and Automation,Shenyang,China

2. Northeastern University,State Key Laboratory of Syntherical Automation for Process Industries,Shenyang,China

Publisher

IEEE

Reference28 articles.

1. A reinforcement learning algorithm to improve scheduling search heuristics with the SVM

2. Sample Complexity of Multi-task Reinforcement Learning;dann;Association for Uncertainty in Artificial Intelligence,2013

3. Learning-based adaptive impedance control for a human-powered augmentation lower exoskeleton;qiu;Journal of University of Electronic Science and Technology of China,2016

4. Learning virtual impedance for control of a human-coupled lower exoskeleton;huang;Journal of University of Electronic Science and Technology of China,2018

5. Learning continuous coupled multi-controller coefficients based on actor-critic algorithm for lower-limb exoskeleton

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1. Seamless Human–Robot Collaboration in Industrial Applications;Lecture Notes in Mechanical Engineering;2024

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