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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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Hlavní autoři: Hyosun Lee, Yohee Han, Youngchan Kim, Yong Hoon Kim
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science (PLoS) 2022-01-01
Edice:PLoS ONE
On-line přístup:https://doi.org/10.1371/journal.pone.0277813
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