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Xiaoyu Wang
Xiaoyu Wang
Department of Civil Engineering, University of Toronto
Verified email at mail.utoronto.ca
Title
Cited by
Cited by
Year
Efficient metropolitan traffic prediction based on graph recurrent neural network
X Wang, C Chen, Y Min, J He, B Yang, Y Zhang
arXiv preprint arXiv:1811.00740, 2018
512018
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization
J Jeong, X Wang, M Gimelfarb, H Kim, B Abdulhai, S Sanner
arXiv preprint arXiv:2210.03802, 2022
52022
Microscopic model-based rl approaches for traffic signal control generalize better than model-free rl approaches
P Jaggi, X Wang, N Carrara, S Sanner, B Abdulhai
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
52021
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
X Wang, S Sanner, B Abdulhai
Handbook on Artificial Intelligence and Transport, 482-532, 2023
32023
Vehicular transportation system enabling traffic monitoring: A heterogeneous data fusion method
X Wang, C Chen, Y Min, J He, Y Zhang
2018 10th International Conference on Wireless Communications and Signal …, 2018
32018
Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization
X Li, RC Mercurius, A Taitler, X Wang, M Noaeen, S Sanner, B Abdulhai
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
12023
eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation
X Wang, A Taitler, I Smirnov, S Sanner, B Abdulhai
Transportation Research Record, 03611981231184250, 2023
12023
SGM: Seed Growing Map-matching with Trajectory Fitting
Y Min, C Chen, X Wang, J He, Y Zhang
2019 5th International Conference on Big Data Computing and Communications …, 2019
12019
eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control
X Wang, A Taitler, I Smirnov, S Sanner, B Abdulhai
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods
TJ Ting, X Wang, I Taha, S Sanner, B Abdulhai
Transportation Research Board 100th Annual MeetingTransportation Research …, 2021
2021
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