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Hierarchical reinforcement learning-based traffic signal control

Abstract Efficient traffic light control is a critical issue in urban transportation systems. Recently, deep reinforcement learning (DRL) has gained popularity as a method for real-time traffic light control. However, state-of-the-art DRL-based systems typically construct individual RL agents for ea...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Kaituhi matua: Jiajing Shen
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2025-09-01
Rangatū:Scientific Reports
Ngā marau:
Urunga tuihono:https://doi.org/10.1038/s41598-025-18449-1
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