AI-Driven Traffic Control Method and Reliability Analysis for Digital City Local Narrow-Road, Dense-Network

In urban environments characterized by narrow roads and dense networks with short intersection spacing and high connectivity, traffic flows exhibit strong spatiotemporal coupling and pose safety challenges. Conventional traffic signal control approaches are difficult to achieve effective regional co...

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Hlavní autoři:	Aixu Ji, Jie Wang, Hui Deng, Zipeng Wang, Mingfang Zhang, Pangwei Wang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2026-05-01
Edice:	Applied Sciences
Témata:	ITS AI-driven model traffic signal control multi-agent reinforcement learning reliability analysis
On-line přístup:	https://www.mdpi.com/2076-3417/16/9/4430
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