Autonomous driving using imitation learning with look ahead point for semi structured environments

Abstract Semi-structured environments are difficult for autonomous driving because there are numerous unknown obstacles in drivable area without lanes, and its width and curvature considerably change. In such environments, searching for a path on a real-time is difficult, and localization data are i...

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Bibliographic Details
Main Authors: Joonwoo Ahn, Minsoo Kim, Jaeheung Park
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-23546-6