Electronics Optics & Control, Volume. 30, Issue 1, 8(2023)

An Autonomous Guidance Method of UAV in Close Air Combat Based on PPO Algorithm

QIU Yan1,2, ZHAO Baoqi3, ZOU Jie1,2, and LIU Zhongkai1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(3)

    [7] [7] YANG Q, ZHANG J, SHI G, et al.Maneuver decision of UAV in short-range air combat based on deep reinforcement learning[J].IEEE Access, 2020, 8:363-378.

    [10] [10] SUTTON R S, BARTO A G.Reinforcement learning:an introduction[M].2nd ed.Massachusetts:MIT Press, 2018.

    [11] [11] HOCHREITER S, SCHMIDHUBER J.Long short-term memory[J].Neural Computation, 1997, 9(8):1735-1780.

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    QIU Yan, ZHAO Baoqi, ZOU Jie, LIU Zhongkai. An Autonomous Guidance Method of UAV in Close Air Combat Based on PPO Algorithm[J]. Electronics Optics & Control, 2023, 30(1): 8

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    Paper Information

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    Received: Jul. 19, 2022

    Accepted: --

    Published Online: Apr. 3, 2023

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2023.01.002

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