Cooperative Traffic Signal Control with Traffic Flow Prediction in Multi-Intersection

As traffic congestion in cities becomes serious, intelligent traffic signal control has been actively studied. Deep Q-Network (DQN), a representative deep reinforcement learning algorithm, is applied to various domains from fully-observable game environment to traffic signal control. Due to the effe...

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Bibliographic Details
Main Authors: Daeho Kim, Okran Jeong
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/1/137