Deep Reinforcement Learning Reward Function Design for Autonomous Driving in Lane-Free Traffic

Lane-free traffic is a novel research domain, in which vehicles no longer adhere to the notion of lanes, and consider the whole lateral space within the road boundaries. This constitutes an entirely different problem domain for autonomous driving compared to lane-based traffic, as there is no leader...

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Bibliographic Details
Main Authors: Athanasia Karalakou, Dimitrios Troullinos, Georgios Chalkiadakis, Markos Papageorgiou
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Systems
Subjects:
Online Access:https://www.mdpi.com/2079-8954/11/3/134