The Study on a Fighter Against a Medium-range Air-to-air Missile Based on Deep Deterministic Policy Gradient Algorithm

The Study on a Fighter Against a Medium-range Air-to-air Missile Based on Deep Deterministic Policy Gradient Algorithm

The evasive maneuver strategy for a fighter against a medium-range air-to-air missile is crucial to improving aircraft survivability.In this paper, the deep deterministic policy gradient algorithm to train the agent to learn the evasive maneuver strategy is studied.The missile-aircraft engagement mo...

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Bibliographic Details
Main Authors: SONG Hongchuan, ZHAN Hao, XIA Lu, LI Xiangyang, LIU Yan
Format: Article
Language:zho
Published: Editorial Department of Advances in Aeronautical Science and Engineering 2021-06-01
Series:Hangkong gongcheng jinzhan
Subjects:
missile evasion
evasive maneuver strategy
deep deterministic policy gradient
deep reinforcement learning
Online Access:http://hkgcjz.cnjournals.com/hkgcjz/article/abstract/2021020?st=article_issue

Internet

http://hkgcjz.cnjournals.com/hkgcjz/article/abstract/2021020?st=article_issue

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