基于博弈论的多智能体合作机制研究

Lieping Zhang, Dafang Cheng, Yunsheng Zhang
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引用次数: 1

摘要

针对多智能体系统中智能体的合作问题,将博弈论引入到智能体的合作中,建立了基于博弈论的多智能体合作机制。分析了常见的多智能体合作模型,给出了改进的善意函数,给出了合作策略和合作算法的具体过程。最后,通过追捕-逃避问题对多智能体系统的合作机制进行了检验。仿真实验结果表明,基于博弈论的多智能体合作机制可以有效地用于多智能体的合作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on multi-Agent cooperation mechanism based on game theory
Aiming at the cooperation of Agent in multi-Agent system, the game theory was introduced to the cooperation of Agent, and the multi-Agent cooperation mechanism based on game theory was established. The common multi-Agent cooperation model was analyzed, and an improved benevolent function was given, as well as the specific process of cooperation strategies and cooperation algorithms. At last, the cooperation mechanism of multi-Agent system was tested through the pursuit-evasion problem. The results of simulated experiments indicated that the multi-Agent cooperation mechanism based on game theory can be effectively used to cooperation of multi-Agent.
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