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计算机科学 2004
Reinforcement Learning Technology in Multi-Agent System
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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.