Mean deep deterministic policy gradient algorithm for pursuit strategies in three-body confrontation

•The ensemble-based algorithm mean deep deterministic policy gradient is proposed.•A Markov decision model for the three-body confrontation problem is established.•An action-transform method is developed for efficient learning.•Some additional learning techniques is equipped with to improve the perf...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 287; p. 128139
Main Authors:	Wang, Ziheng, Pu, Xiandong, Li, Yulin, Zhang, Jianlei, Zhang, Chunyan
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 25.08.2025
Subjects:	Deterministic policy gradient Ensemble reinforcement learning Guidance Pursuit-evasion games Three-body confrontation Guidance Ensemble reinforcement learning Three-body confrontation Pursuit-evasion games Deterministic policy gradient
ISSN:	0957-4174
Online Access:	Get full text
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