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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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Detalles Bibliográficos
Autores principales: Kim, Daeho, Jeong, Okran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982755/
https://www.ncbi.nlm.nih.gov/pubmed/31878251
http://dx.doi.org/10.3390/s20010137