Sampled-data control through model-free reinforcement learning with effective experience replay

Reinforcement Learning (RL) based control algorithms can learn the control strategies for nonlinear and uncertain environment during interacting with it. Guided by the rewards generated by environment, a RL agent can learn the control strategy directly in a model-free way instead of investigating th...

詳細記述

書誌詳細

出版年:	Journal of Automation and Intelligence
主要な著者:	Bo Xiao, H.K. Lam, Xiaojie Su, Ziwei Wang, Frank P.-W. Lo, Shihong Chen, Eric Yeatman
フォーマット:	論文
言語:	英語
出版事項:	KeAi Communications Co., Ltd. 2023-02-01
主題:	Reinforcement learning Neural networks Sampled-data control Model-free Effective experience replay
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S2949855423000011