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Effects analysis of reward functions on reinforcement learning for traffic signal control.

The increasing traffic demand in urban areas frequently causes traffic congestion, which can be managed only through intelligent traffic signal controls. Although many recent studies have focused on reinforcement learning for traffic signal control (RL-TSC), most have focused on improving performanc...

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Bibliografische gegevens
Hoofdauteurs: Hyosun Lee, Yohee Han, Youngchan Kim, Yong Hoon Kim
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science (PLoS) 2022-01-01
Reeks:PLoS ONE
Online toegang:https://doi.org/10.1371/journal.pone.0277813
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