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一种多目标方案,用于智能无人机的碰撞避免、群体凝聚和目标跟踪
本研究设计了一个基于强化学习的分布式无人机测试床,集成FlightGear和JSBSim实现实时多机协作跟踪。创新性地采用异步优势演员-批评者(A3C)算法和3D椭球空间模型,结合高斯奖励函数与内在好奇心模块(ICM),有效解决了碰撞规避、集群凝聚和动态目标跟踪 ...
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