Traffic Light Control Using Hierarchical Reinforcement Learning and Options Framework

The number of vehicles worldwide has grown rapidly over the past decade, impacting how urban traffic is managed. Traffic light control is a well-known problem and, although an increasing number of technologies are used to solve it, it still poses challenges and opportunities, especially when conside...

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Bibliographic Details
Main Authors: Dimitrius F. Borges, Joao Paulo R. R. Leite, Edmilson M. Moreira, Otavio A. S. Carpinteiro
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9481263/