Traffic Signal Control System Using Deep Reinforcement Learning With Emphasis on Reinforcing Successful Experiences

In recent years, several studies have been conducted on the dynamic control of traffic signal durations using deep reinforcement learning with the aim of reducing traffic congestion. The unique advantages of independent control of traffic signals include reduction in the cost of information transmis...

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Bibliographic Details
Main Authors: Naoki Kodama, Taku Harada, Kazuteru Miyazaki
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9965397/