Sim-to-Real: Mapless Navigation for USVs Using Deep Reinforcement Learning

In recent years, mapless navigation using deep reinforcement learning algorithms has shown significant advantages in improving robot motion planning capabilities. However, the majority of past works have focused on aerial and ground robotics, with very little attention being paid to unmanned surface...

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Bibliographic Details
Main Authors: Ning Wang, Yabiao Wang, Yuming Zhao, Yong Wang, Zhigang Li
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/10/7/895