A novel mobile robot navigation method based on deep reinforcement learning

At present, the application of mobile robots is more and more extensive, and the movement of mobile robots cannot be separated from effective navigation, especially path exploration. Aiming at navigation problems, this article proposes a method based on deep reinforcement learning and recurrent neur...

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Bibliographic Details
Main Authors: Hao Quan, Yansheng Li, Yi Zhang
Format: Article
Language:English
Published: SAGE Publishing 2020-06-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881420921672