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Baher Abdulhai

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Department of Civil Engineering, University of Toronto

Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction

May 30, 2023
Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai

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Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization

May 29, 2023
Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai

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A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control

Nov 26, 2022
Xiaoyu Wang, Scott Sanner, Baher Abdulhai

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Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization

Oct 07, 2022
Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner

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Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model

Mar 03, 2022
Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai

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