Autonomous decision-making method of unmanned ship based on improved DDPG algorithm

ObjectivesTo enhance the safety and efficiency of maritime traffic, this paper proposes an autonomous collision avoidance decision-making method for unmanned ships based on an enhanced Deep Deterministic Policy Gradient (DDPG) algorithm. Methods In order to address the issues of low data utilization...

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Bibliographic Details
Main Authors: Wei GUAN, Shuhui HAO, Zhewen CUI, Miaomiao WANG
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2025-02-01
Series:Zhongguo Jianchuan Yanjiu
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Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03929
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