Dynamic speed harmonization for mixed traffic flow on the freeway using deep reinforcement learning

Abstract In the vicinity of weaving areas, freeway congestion is nearly unavoidable due to their negative effects on the continuous freeway mainline flow. The adverse impacts include increased collision risks, extended travel time, and excessive emissions and fuel consumption. Dynamic Speed Harmoniz...

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Bibliographic Details
Main Authors: Chengying Hua, Wei (David) Fan
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:IET Intelligent Transport Systems
Subjects:
Online Access:https://doi.org/10.1049/itr2.12429