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

Author:

Song Guangkui,Huang Rui,Cheng Hong,Qui Jing,Cheng Qiming,Fan Shuai

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science

Reference6 articles.

1. Huang R, Cheng H,_Chen Q, et al. Interactive learning for sensitivity factors of a human-powered augmentation lower exoskeleton. In: Proceedings of IEEE International Conference on Intelligent Robots and Systems (IROS), Hamburg. 2015. 6409–6415

2. Huang R, Cheng H, Guo H, et al. Hierarchical interactive learning for a human-powered augmentation lower exoskeleton. In: Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Stockholm. 2016. 257–263

3. Huang R, Cheng H, Guo H, et al. Hierarchical learning control with physical human-exoskeleton interaction. Inf Sci, 2018, 432: 584–595

4. Lillicrap T P, Hunt J J, Pritzel A. Continuous control with deep reinforcement learning. 2015. ArXiv: 1509.02971

5. Grondman I, Busoniu L, Lopes G A D, et al. A survey of actor-critic reinforcement learning: standard and natural policy gradients. IEEE Trans Syst Man_Cybern C, 2012, 42: 1291–1307

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