通信学报2023,Vol.44Issue(7):207-217,11.DOI:10.11959/j.issn.1000-436x.2023130
基于分层强化学习的中继卫星网络任务动态调度方法
Dynamic task scheduling method for relay satellite networks based on hierarchical reinforcement learning
摘要
关键词
中继卫星网络/任务调度/深度强化学习/多目标优化/动态调度Key words
relay satellite networks/task scheduling/deep reinforcement learning/multi-objective optimization/dynamic scheduling分类
信息技术与安全科学引用本文复制引用
刘润滋,马天赐,吴伟华,要趁红,杨清海..基于分层强化学习的中继卫星网络任务动态调度方法[J].通信学报,2023,44(7):207-217,11.基金项目
国家自然科学基金资助项目(No.61701365,No.61801365,No.61971327) (No.61701365,No.61801365,No.61971327)
陕西省自然科学基础研究计划基金资助项目(No.2023-JC-YB-566,No.2023-JC-YB-542) (No.2023-JC-YB-566,No.2023-JC-YB-542)
陕西省重点研发计划基金资助项目(No.2021GY-066) (No.2021GY-066)
陕西省高校科协青年人才托举计划资助项目(No.20200112) (No.20200112)
陕西省博士后科研基金资助项目(No.2018BSHEDZZ47)The National Natural Science Foundation of China(No.61701365,No.61801365,No.61971327),Natural Science Basic Research Program of Shaanxi(No.2023-JC-YB-566,No.2023-JC-YB-542),Key Research and Development Program of Shaanxi Province(No.2021GY-066),Young Talent Fund of University Association for Science and Technology of Shaanxi Prov-ince(No.20200112),Postdoctoral Foundation of Shaanxi Province(No.2018BSHEDZZ47) (No.2018BSHEDZZ47)