Maneuver Decision of UAV in Short-Range Air Combat Based on Deep Reinforcement Learning

Maneuver Decision of UAV in Short-Range Air Combat Based on Deep Reinforcement Learning

With the development of artificial intelligence and integrated sensor technologies, unmanned aerial vehicles (UAVs) are more and more applied in the air combats. A bottleneck that constrains the capability of UAVs against manned vehicles is the autonomous maneuver decision, which is a very challengi...

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Bibliographic Details
Main Authors: Qiming Yang, Jiandong Zhang, Guoqing Shi, Jinwen Hu, Yong Wu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deep reinforcement learning
maneuver decision
independent decision
deep Q network
network training
Online Access:https://ieeexplore.ieee.org/document/8938773/

Internet

https://ieeexplore.ieee.org/document/8938773/

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