Perception Error-resistant Air Combat Maneuvering Decisions Based on Deep Reinforcement Learning

Chengbin TIAN; Hui LI; Xiliang CHEN; Fengguo WU

doi:10.15961/j.jsuese.202300259

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Perception Error-resistant Air Combat Maneuvering Decisions Based on Deep Reinforcement Learning

COMPUTER SCIENCE AND TECHNOLOGY | 更新时间：2024-11-22

- Perception Error-resistant Air Combat Maneuvering Decisions Based on Deep Reinforcement Learning
- “在视距内空战机动决策领域，研究者提出了基于GRU提取态势特征的GPPO算法，有效提高了无人机面对态势感知误差时的空战机动决策能力。”
- Advanced Engineering Sciences Vol. 56, Issue 6, Pages: 270-282(2024)
- 作者机构：
  
  1.四川大学计算机学院，四川成都 610065
  2.四川大学视觉合成图形图像技术国防重点学科实验室，四川成都 610065
  3.陆军工程大学指挥控制工程学院，江苏南京 210007
- 作者简介：
- 基金信息：
- DOI：10.15961/j.jsuese.202300259
  CLC： E926；TP181；V217
- Published：20 November 2024，
  
  Published Online：20 March 2024，
  
  Received：05 April 2023，
  
  Revised：11 July 2023，
- 稿件说明：
移动端阅览
田成滨,李辉,陈希亮,等.基于深度强化学习的抗感知误差空战机动决策[J].工程科学与技术,2024,56(6):270–282

Tian Chengbin,Li Hui,Chen Xiliang,et al.Perception error-resistant air combat maneuvering decisions based on deep reinforcement learning[J].Advanced Engineering Sciences,2024,56(6):270–282
田成滨,李辉,陈希亮,等.基于深度强化学习的抗感知误差空战机动决策[J].工程科学与技术,2024,56(6):270–282 DOI： 10.15961/j.jsuese.202300259.

Tian Chengbin,Li Hui,Chen Xiliang,et al.Perception error-resistant air combat maneuvering decisions based on deep reinforcement learning[J].Advanced Engineering Sciences,2024,56(6):270–282 DOI： 10.15961/j.jsuese.202300259.

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Perception Error-resistant Air Combat Maneuvering Decisions Based on Deep Reinforcement Learning

DOI：10.15961/j.jsuese.202300259