[1] |
Honglin ZHANG, Jianjun LUO, Weihua MA.
Spacecraft game decision making for threat avoidance of space targets based on machine learning
[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(8): 329136-329136.
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[2] |
Yunpeng CAI, Dapeng ZHOU, Jiangchuan DING.
Intelligent collaborative control of UAV swarms with collision avoidance safety constraints
[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(5): 529683-529683.
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[3] |
Shengzhe SHAN, Weiwei ZHANG.
Air combat intelligent decision-making method based on self-play and deep reinforcement learning
[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(4): 328723-328723.
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[4] |
Bing GAO, Zhejie ZHANG, Qijie ZOU, Zhiguo LIU, Xiling ZHAO.
Multi-agent communication cooperation based on deep reinforcement learning and information theory
[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(18): 329862-329862.
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[5] |
Zuolong LI, Jihong ZHU, Minchi KUANG, Jie ZHANG, Jie REN.
Hierarchical decision algorithm for air combat with hybrid action based on deep reinforcement learning
[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(17): 530053-530053.
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[6] |
Tiancai WU, Honglun WANG, Bin REN, Yiheng LIU, Xingyu WU, Guocheng YAN.
Learning-based integrated fault-tolerant guidance and control for hypersonic vehicles considering avoidance and penetration
[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(15): 329607-329607.
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[7] |
Xuejian WANG, Yongming WEN, Xiaorong SHI, Ningning ZHANG, Jiexi LIU.
Design of hybrid intelligent decision framework for multi⁃agent and multi⁃coupling tasks
[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(S2): 729770-729770.
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[8] |
Xizhen GAO, Liang TANG, Huang HUANG.
Deep reinforcement learning in autonomous manipulation for celestial bodies exploration: Applications and challenges
[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2023, 44(6): 26762-026762.
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[9] |
Pan ZHOU, Jiangtao HUANG, Sheng ZHANG, Gang LIU, Bowen SHU, Jigang TANG.
Intelligent air combat decision making and simulation based on deep reinforcement learning
[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2023, 44(4): 126731-126731.
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[10] |
Xiangwei ZHU, Dan SHEN, Kai XIAO, Yuexin MA, Xiang LIAO, Fuqiang GU, Fangwen YU, Kefu GAO, Jingnan LIU.
Mechanisms, algorithms, implementation and perspectives of brain⁃inspired navigation
[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(19): 28569-028569.
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[11] |
Shuyi GAO, Defu LIN, Duo ZHENG, Xinyu HU.
Intelligent cooperative interception strategy of aircraft against cluster attack
[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(18): 328301-328301.
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[12] |
Lei DONG, Hongbing CHEN, Xi CHEN, Changxiao ZHAO.
Distributed multi-agent coalition task allocation strategy for single pilot operation mode based on DQN
[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(13): 327895-327895.
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[13] |
Wenxue CHEN, Changsheng GAO, Wuxing JING.
Trust region policy optimization guidance algorithm for intercepting maneuvering target
[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2023, 44(11): 327596-327596.
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[14] |
Sheng ZHANG, Pan ZHOU, Yang HE, Jiangtao HUANG, Gang LIU, Jigang TANG, Huaizhi JIA, Xin DU.
Air combat maneuver decision-making test based on deep reinforcement learning
[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2023, 44(10): 128094-128094.
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[15] |
FU Xiaowei, WANG Hui, XU Zhe.
Cooperative pursuit strategy for multi-UAVs based on DE-MADDPG algorithm
[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(5): 325311-325311.
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