Search Results for author: Ozan K. Tonguz

Found 2 papers, 0 papers with code

Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control

no code implementations19 Feb 2020 Rusheng Zhang, Xinze Zhou, Ozan K. Tonguz

The recent advancements in cloud services, Internet of Things (IoT) and Cellular networks have made cloud computing an attractive option for intelligent traffic signal control (ITSC).

Cloud Computing

Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation

no code implementations23 Oct 2019 Rusheng Zhang, Romain Leteurtre, Benjamin Striner, Ammar Alanazi, Abdullah Alghafis, Ozan K. Tonguz

Partially Detected Intelligent Traffic Signal Control (PD-ITSC) systems that can optimize traffic signals based on limited detected information could be a cost-efficient solution for mitigating traffic congestion in the future.

Q-Learning Reinforcement Learning (RL)

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