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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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Principais autores: Hyosun Lee, Yohee Han, Youngchan Kim, Yong Hoon Kim
格式: Artigo
語言:Inglês
出版: Public Library of Science (PLoS) 2022-01-01
叢編:PLoS ONE
在線閱讀:https://doi.org/10.1371/journal.pone.0277813
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