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Reinforcement Learning Technology in Multi-Agent System
多Agent系统中强化学习的研究现状和发展趋势

Keywords: Multi-agent system,Reinforcement learning,Algorithm
人工智能
,多Agent系统,元对策理论,强化学习算法,POMDP模型

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Abstract:

This paper introduces the key techniques,the current state of the research and the development tendency of the reinforcement learning and its applications in the multi-agent system. The content includes; (1) the structure of the reinforcement learning; (2) several representative reinforcement learning algorithms; (3) the applications and problems adopting reinforcement learning algorithms in the multi-agent system. Finally,the challenge that will be encountered when adopting reinforcement learning algorithms in the multi-agent system is discussed.

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