Situational continuity-based air combat autonomous maneuvering decision-making

Situational continuity-based air combat autonomous maneuvering decision-making

In order to improve the performance of UAV’s autonomous maneuvering decision-making, this paper proposes a decision-making method based on situational continuity. The algorithm in this paper designs a situation evaluation function with strong guidance, then trains the Long Short-Term Memory (LSTM) u...

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Bibliographic Details
Main Authors: Jian-dong Zhang, Yi-fei Yu, Li-hui Zheng, Qi-ming Yang, Guo-qing Shi, Yong Wu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-11-01
Series:Defence Technology
Subjects:
UAV
Maneuvering decision-making
Situational continuity
Long short-term memory (LSTM)
Deep Q network (DQN)
Fully neural network (FNN)
Online Access:http://www.sciencedirect.com/science/article/pii/S2214914722001842

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http://www.sciencedirect.com/science/article/pii/S2214914722001842

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