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Deep Reinforcement Learning-Based Traffic Signal Control Using High-Resolution Event-Based Data

Reinforcement learning (RL)-based traffic signal control has been proven to have great potential in alleviating traffic congestion. The state definition, which is a key element in RL-based traffic signal control, plays a vital role. However, the data used for state definition in the literature are e...

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Detalles Bibliográficos
Autores principales: Wang, Song, Xie, Xu, Huang, Kedi, Zeng, Junjie, Cai, Zimin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515273/
https://www.ncbi.nlm.nih.gov/pubmed/33267458
http://dx.doi.org/10.3390/e21080744