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Multiplayer Pareto optimal control with H_(∞)constraint for nonlinear stochastic system via online synchronous reinforcement learning

Li Wang Xiushan Jiang Dongya Zhao Bor-Sen Chen

Journal of Automation and Intelligence2025，Vol.4Issue(3)：P.207-216,10.

Journal of Automation and Intelligence2025，Vol.4Issue(3)：P.207-216,10.DOI:10.1016/j.jai.2025.05.004

Multiplayer Pareto optimal control with H_(∞)constraint for nonlinear stochastic system via online synchronous reinforcement learning

Li Wang ¹Xiushan Jiang ²Dongya Zhao ²Bor-Sen Chen³

作者信息

1. School of Automation Science and Engineering,South China University of Technology,Guangzhou,510641,China
2. College of New Energy,China University of Petroleum(East China),Qingdao,266580,China
3. Department of Electrical Engineering,National Tsing Hua University,Hsinchu,30013,Taiwan,Chind Department of Electrical Engineering,Yuan Ze University,Taoyuan,32003,Taiwan,China
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摘要

关键词

Pareto control/Nonlinear stochastic system/Hamilton-Jacobi equations/H_(∞)control/Reinforcement learning

分类

信息技术与安全科学

引用本文复制引用

Li Wang,Xiushan Jiang,Dongya Zhao,Bor-Sen Chen..Multiplayer Pareto optimal control with H_(∞)constraint for nonlinear stochastic system via online synchronous reinforcement learning[J].Journal of Automation and Intelligence,2025,4(3):P.207-216,10.

基金项目

supported by the National Natural Science Foundation of China(12426609,62203220,62373229) （12426609,62203220,62373229）

the Taishan Scholar Project Foundation of Shandong Province(tsqnz20230619,tsqn202408110) （tsqnz20230619,tsqn202408110）

the Fundamental Research Foundation of the Central Universities(23Cx06024A) （23Cx06024A）

the Natural Science Foundation of Shandong Province(ZR2024QF096) （ZR2024QF096）

the Outstanding Youth Innovation Team in Shandong Higher Education Institutions(2023KJ061). （2023KJ061）

Journal of Automation and Intelligence

ISSN：2097-504X

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