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节能多代理深度强化学习任务卸载和资源分配用于无人机边缘计算

Shu Xu1, Qingjie Liu1, Chengye Gong1

  • 1China Nanhu Academy of Electronic and Information Technology, Jiaxing 314001, China.

Sensors (Basel, Switzerland)
|September 19, 2025
PubMed
概括

本研究引入了一个新的多代理增强学习框架 (MATD3-TORA) 用于无人机 (UAV) 辅助的移动边缘计算 (MEC). 它优化了任务卸载和资源分配,减少了移动设备的延迟和能源消耗.

关键词:
深度强化学习的学习.能源效率高的能源效率.多代理系统是多代理系统.资源分配的资源分配.任务卸载 任务卸载无人驾驶飞行器 无人驾驶飞行器 无人驾驶飞行器

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