Research on Intelligent Maneuvering Decision-Making in Close Air Combat Based on Deep Q Network

Aiming at the problem of UCAV maneuvering decision-making in close air combat, the design of reinforcement learning reward function and the selection of hyper-parameters are studied based on the framework of deep Q network algorithm. For the sparse reward problem in reinforcement learning, an auxili...

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Bibliographic Details
Main Author: Zhang Tingyu, Sun Mingwei, Wang Yongshuai, Chen Zengqiang
Format: Article
Language:zho
Published: Editorial Office of Aero Weaponry 2023-06-01
Series:Hangkong bingqi
Subjects:
Online Access:https://www.aeroweaponry.avic.com/fileup/1673-5048/PDF/2022-00251.pdf