Analytically Guided Reinforcement Learning for Green It and Fluent Traffic

This study investigates various methods for autonomous traffic signal control. We look into different types of control methods, including fixed time, adaptive, analytic, and reinforcement learning approaches. Machine learning approaches are compared with the “analytic” approach...

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Bibliographic Details
Main Authors: Marcin Korecki, Dirk Helbing
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9875292/