Narrow-Route Path Planning for Mobile Robots Using Deep Deterministic Policy Gradient Considering Turning Radius Limit

This paper proposes a narrow-route path planning for a mobile robot using deep deterministic policy gradient (DDPG) considering a drive system. In this paper, a narrow road is defined as a space in which a mobile robot with a non-holonomic constraint cannot move without performing turnabouts. There...

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Bibliographic Details
Main Authors: Naoki Motoi, Tomoaki Nakamura
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10756656/
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