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在信息融合系统中引入多智能体技术 被引量:6

The Technology of Multi-Agent Introduced to Information Fusion System
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摘要 论文简要介绍了多智能体技术和信息融合系统,将多智能体技术运用到信息融合系统中,对信息融合系统中的模型和方法进行改进,提出了多智能体信息融合模型,并研究了信息融合中的分布式强化学习。通过借鉴多智能体技术的研究成果,开辟信息融合理论和应用发展的另一条途径。 In this paper,the multi-agent technology and information fusion system are discussed.With the multi-agent technology applied to information fusion system,the model and study method of information fusion system are improved.This paper presents the model of multi-agent information fusion and studies the distributed reinforcement learning in in-formation fusion.By taking advantage of the research production from the multi-agent technology,a new research method to the theory and application of information fusion is introduced.
出处 《计算机工程与应用》 CSCD 北大核心 2003年第22期100-102,共3页 Computer Engineering and Applications
基金 陕西省2000年自然科学基金资助(编号:2000x17)
关键词 信息融合 多智能体系统(MAS) 强化学习 information fusion,multi-agent system,reinforcement learning
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参考文献5

  • 1杨煜普,李晓萌,许晓鸣.多智能体协作技术综述[J].信息与控制,2001,30(4):337-342. 被引量:28
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  • 3Carl B Frankel,Mark D Bedworth.Control,Estimation and Abstraction in Fusion Architectures:Lessions from Human Information Processing [C].In:Proc 2000 International Conf on Information Fusion,Paris, France, 2000--07.
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  • 5Galina Rogova, Peter Scott, Carlos Lolett.Distributed Reinforcement Learning For Sequential Decision Making[C].In:Proc of the Fifth International Conference on Information Fusion,2002:1263-1268.

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