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

文献类型：期刊论文

作者Wang, Ziyang1; Wei, Qinglai2; Liu, Derong3
刊名INFORMATION SCIENCES
出版日期2020
卷号506页码:457-470
ISSN号0020-0255
关键词Adaptive dynamic programming Neural network Event-triggered control Multi-player game
DOI10.1016/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.
WOS关键词ZERO-SUM GAMES ; OPTIMAL TRACKING CONTROL ; NONLINEAR-SYSTEMS ; MULTIAGENT SYSTEMS ; ADP ; NETWORKS
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
源URL[http://ir.ia.ac.cn/handle/173211/26642]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队
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.

入库方式： OAI收割

来源：自动化研究所

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