A path planning approach for mobile robots using short and safe Q-learning

Path planning is a major challenging problem for mobile robots, as the robot is required to reach the target position from the starting position while simultaneously avoiding conflicts with obstacles. This paper refers to a novel method as short and safe Q-learning to alleviate the short and safe pa...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: He Du, Bing Hao, Jianshuo Zhao, Jiamin Zhang, Qi Wang, Qi Yuan
Format: Artikel
Sprache:English
Veröffentlicht: Public Library of Science (PLoS) 2022-01-01
Schriftenreihe:PLoS ONE
Online Zugang:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512417/?tool=EBI