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 | 51 | 2018 |
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 | 5 | 2022 |
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 | 5 | 2021 |
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 | 3 | 2023 |
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 | 3 | 2018 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2019 |
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 |