UAV Air Game Maneuver Decision-Making Using Dueling Double Deep Q Network with Expert Experience Storage Mechanism

UAV Air Game Maneuver Decision-Making Using Dueling Double Deep Q Network with Expert Experience Storage Mechanism

Deep reinforcement learning technology applied to three-dimensional Unmanned Aerial Vehicle (UAV) air game maneuver decision-making often results in low utilization efficiency of training data and algorithm convergence difficulties. To address these issues, this study proposes an expert experience s...

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Bibliographic Details
Main Authors: Jiahui Zhang, Zhijun Meng, Jiazheng He, Zichen Wang, Lulu Liu
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Drones
Subjects:
UAV
maneuver decision-making
deep reinforcement learning
air game
Online Access:https://www.mdpi.com/2504-446X/7/6/385

Internet

https://www.mdpi.com/2504-446X/7/6/385

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