HumanLight: Incentivizing ridesharing via human-centric deep reinforcement learning in traffic signal control

Single occupancy vehicles are the most attractive transportation alternative for many commuters, leading to increased traffic congestion and air pollution. Advancements in information technologies create opportunities for smart solutions that incentivize ridesharing and mode shift to higher occupanc...

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Vydané v:	Transportation research. Part C, Emerging technologies Ročník 162; s. 104593
Hlavní autori:	Vlachogiannis, Dimitris M., Wei, Hua, Moura, Scott, Macfarlane, Jane
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Elsevier Ltd 01.05.2024 Elsevier
Predmet:	Decentralized adaptive control Deep reinforcement learning Multimodal traffic environment Person-based traffic signal control Ridesharing Decentralized adaptive control Deep reinforcement learning Multimodal traffic environment Ridesharing Person-based traffic signal control
ISSN:	0968-090X, 1879-2359
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