Adaptive Missile Avoidance Algorithm for UAV Based on Multi-Head Attention Mechanism and Dual Population Confrontation Game

In recent years, UAVs have faced increasingly severe and diversified missile threats. To address the challenge that reinforcement learning-based missile evasion algorithms struggle to adapt to various unknown missile types, we introduce a risk-sensitive PPO algorithm and propose a training framework...

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Bibliographic Details
Main Authors: Cheng Zhang, Junhao Song, Chengyang Tao, Zitao Su, Zhiqiang Xu, Weijia Feng, Zhaoxiang Zhang, Yuelei Xu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Drones
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Online Access:https://www.mdpi.com/2504-446X/9/5/382
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