A scalable approach to optimize traffic signal control with federated reinforcement learning

Intelligent Transportation has seen significant advancements with Deep Learning and the Internet of Things, making Traffic Signal Control (TSC) research crucial for reducing congestion, travel time, emissions, and energy consumption. Reinforcement Learning (RL) has emerged as the primary method for...

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Detalles Bibliográficos
Autores principales: Bao, Jingjing, Wu, Celimuge, Lin, Yangfei, Zhong, Lei, Chen, Xianfu, Yin, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628245/
https://www.ncbi.nlm.nih.gov/pubmed/37932347
http://dx.doi.org/10.1038/s41598-023-46074-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628245/
https://www.ncbi.nlm.nih.gov/pubmed/37932347
http://dx.doi.org/10.1038/s41598-023-46074-3

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