A DDPG-Based USV Path-Planning Algorithm

Path planning is crucial in the automatic navigation of USVs (unmanned underwater vehicles), which directly affects the operational efficiency and safety of USVs. In this paper, we propose a path-planning algorithm based on DDPG (Deep Deterministic Policy Gradient) and make a detailed comparison wit...

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Bibliographic Details
Main Authors: Jian Zhao, Pengrui Wang, Baiyi Li, Chunjiang Bai
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/19/10567