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Decision-making and confrontation in close-range air combat based on reinforcement learning

Mengchao YANG Shengzhe SHAN Weiwei ZHANG

中国航空学报（英文版）2025，Vol.38Issue(9)：399-418,20.

中国航空学报（英文版）2025，Vol.38Issue(9)：399-418,20.DOI:10.1016/j.cja.2025.103526

Decision-making and confrontation in close-range air combat based on reinforcement learning

Mengchao YANG ¹Shengzhe SHAN ²Weiwei ZHANG³

作者信息

1. School of Aeronautics,Northwestern Polytechnical University,Xi'an 710072,China
2. 93995 Unit of the Chinese People's Liberation Army,Xi'an 710072,China
3. School of Aeronautics,Northwestern Polytechnical University,Xi'an 710072,China||International Joint Institute of Artificial Intelligence on Fluid Mechanics,Northwestern Polytechnical University,Xi'an 710072,China||National Key Laboratory of Aircraft Configuration Design,Xi'an 710072,China
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摘要

关键词

Air combat/Decision making/Flight simulation/Reinforcement learning/Self-play

Key words

Air combat/Decision making/Flight simulation/Reinforcement learning/Self-play

引用本文复制引用

Mengchao YANG,Shengzhe SHAN,Weiwei ZHANG..Decision-making and confrontation in close-range air combat based on reinforcement learning[J].中国航空学报（英文版）,2025,38(9):399-418,20.

基金项目

This study was co-supported by the National Natural Science Foundation of China(No.91852115). （No.91852115）

中国航空学报（英文版）

ISSN：1000-9361

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