Event-triggered adaptive dynamic programming for discrete-time multi-player games

doi:10.1016/j.ins.2019.05.071

	Event-triggered adaptive dynamic programming for discrete-time multi-player games
	Wang, Ziyang 1; Wei, Qinglai2 ; Liu, Derong 3
刊名	INFORMATION SCIENCES
	2020
卷号	506 页码:457-470
关键词	Adaptive dynamic programming Neural network Event-triggered control Multi-player game
ISSN号	0020-0255
DOI	10.1016/j.ins.2019.05.071
通讯作者	Wei, Qinglai(qinglai.wei@ia.ac.cn)
英文摘要	For multi-player games, the event-triggered adaptive dynamic programming (ADP) method with single triggering condition cannot be used. In this paper, an event-triggered ADP method with multiple triggering conditions is developed for multi-player non-zero-sum (NZS) games. Triggering conditions are designed for each player, and the control inputs will be updated only when the relevant conditions are satisfied. Besides, the developed method is implemented by single-network structure. Therefore, the computational burden can be reduced effectively. Additionally, the stability is analyzed for event-triggered multi-player systems. Finally, two examples are employed to show the effectiveness of the developed method. (C) 2019 Published by Elsevier Inc.
资助项目	National Natural Science Foundation of China[61233001] ; National Natural Science Foundation of China[61722312] ; National Natural Science Foundation of China[61374105] ; National Natural Science Foundation of China[61533017]
WOS关键词	ZERO-SUM GAMES ; OPTIMAL TRACKING CONTROL ; NONLINEAR-SYSTEMS ; MULTIAGENT SYSTEMS ; ADP ; NETWORKS
WOS研究方向	Computer Science
语种	英语
出版者	ELSEVIER SCIENCE INC
WOS记录号	WOS:000489000300027
资助机构	National Natural Science Foundation of China
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/26642]
专题	中国科学院自动化研究所
通讯作者	Wei, Qinglai
作者单位	1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Guangdong, Peoples R China
推荐引用方式 GB/T 7714	Wang, Ziyang,Wei, Qinglai,Liu, Derong. Event-triggered adaptive dynamic programming for discrete-time multi-player games[J]. INFORMATION SCIENCES,2020,506:457-470.
APA	Wang, Ziyang,Wei, Qinglai,&Liu, Derong.(2020).Event-triggered adaptive dynamic programming for discrete-time multi-player games.INFORMATION SCIENCES,506,457-470.
MLA	Wang, Ziyang,et al."Event-triggered adaptive dynamic programming for discrete-time multi-player games".INFORMATION SCIENCES 506(2020):457-470.