Intelligent maneuver decision-making for UAVs using the TD3–LSTM reinforcement learning algorithm under uncertain information

Aiming to address the complexity and uncertainty of unmanned aerial vehicle (UAV) aerial confrontation, a twin delayed deep deterministic policy gradient (TD3)–long short-term memory (LSTM) reinforcement learning-based intelligent maneuver decision-making method is developed in this paper. A victory...

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Bibliographic Details
Main Authors: Tongle Zhou, Ziyi Liu, Wenxiao Jin , Zengliang Han
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2025.1645927/full
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