基于多分辨率的multi-Agent武器装备体系作战仿真研究

Battle Simulation Study on Multi-Agent Weapon System-of-Systems Based on Multi-Resolution

针对基于multi-Agent的武器装备体系作战仿真应用中,multi-Agent的决策与协作行为异常复杂而现有模型不能很好应对的问题,提出一种基于多分辨率建模与multi-Agent理论相结合的作战仿真模型。将战术级协作任务交给高分辨率Agent,将战略级决策任务交给具有宏观决策优势的低分辨率聚合Agent,其中,高层指挥Agent基于强化学习进行决策,底层作战Agent基于OA环(observe-action)进行协作,进而大幅降低了计算复杂度,并提高了决策收益。此外,基于面向Agent编程思想分别设计了高分辨率Agent和聚合Agent。基于JAVA语言进行了体系仿真验证。

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