Robotics & Machine Learning Daily News2024,Issue(Oct.3) :67-68.

Researchers at Tianjin University Report New Data on Computational Intelligence (Optimal Cooperative Control of Multi-agent Systems Through Event-triggered Mode l-free Reinforcement Learning)

Robotics & Machine Learning Daily News2024,Issue(Oct.3) :67-68.

Researchers at Tianjin University Report New Data on Computational Intelligence (Optimal Cooperative Control of Multi-agent Systems Through Event-triggered Mode l-free Reinforcement Learning)

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Abstract

2024 OCT 03 (NewsRx)-By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Machine Learning - Com putational Intelligence is the subject of a report. According to news originatin g from Tianjin, People's Republic of China, by NewsRx correspondents, research s tated, "This paper addresses the optimal cooperative control problem for nonline ar multi-agent systems with completely unknown dynamics and proposes a learning control scheme based on the eventtriggered mechanisms. The problem is reformula ted as a multi-agent differential graphical game, and an off-policy integral rei nforcement learning algorithm is introduced by deriving off-policy Bellman equat ions." Funders for this research include National Key Research & Developm ent Program of China, National Natural Science Foundation of China (NSFC), China Postdoctoral Science Foundation, China Postdoctoral Science Foundation.

Key words

Tianjin/People's Republic of China/Asi a/Computational Intelligence/Emerging Technologies/Machine Learning/Reinforc ement Learning/Tianjin University

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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