Autonomous robotic exploration with simultaneous environment and traversability models learning

In this study, we address generalized autonomous mobile robot exploration of unknown environments where a robotic agent learns a traversability model and builds a spatial model of the environment. The agent can benefit from the model learned online in distinguishing what terrains are easy to travers...

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Bibliographic Details
Main Authors: Miloš Prágr, Jan Bayer, Jan Faigl
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2022.910113/full