Model-free perimeter metering control for two-region urban networks using deep reinforcement learning D Zhou, VV Gayah Transportation Research Part C: Emerging Technologies 124, 102949, 2021 | 48 | 2021 |
Scalable multi-region perimeter metering control for urban networks: A multi-agent deep reinforcement learning approach D Zhou, VV Gayah Transportation Research Part C: Emerging Technologies 148, 104033, 2023 | 24 | 2023 |
Integration of machine learning and statistical models for crash frequency modeling D Zhou, VV Gayah, JS Wood Transportation letters 15 (10), 1408-1419, 2023 | 6 | 2023 |
Improving Deep Reinforcement Learning-Based Perimeter Metering Control Methods With Domain Control Knowledge D Zhou, VV Gayah Transportation Research Record: Journal of the Transportation Research Board …, 2023 | 5 | 2023 |
Estimating pedestrian walking time on campus based on wi-fi detection data Z Li, WHK Lam, P Wepulanon, D Zhou 22nd International Conference of Hong Kong Society for Transportation …, 2017 | 5 | 2017 |
Evaluating the Effectiveness and Transferability of a Data-Driven Two-Region Perimeter Control Method Using Microsimulation D Zhou, VV Gayah Transportation Research Record, 03611981241230313, 2024 | 1 | 2024 |
Model free perimeter metering control for urban networks using deep reinforcement learning D Zhou, VV Gayah 100th Annual Meeting of the Transportation Research Board, 2021 | 1 | 2021 |
A dictionary-based Bayesian approach to optimizing left-turn restriction locations in grid networks D Zhou, VV Gayah International Journal of Transportation Science and Technology, 2024 | | 2024 |
Multi-Scale Model-Free Perimeter Control and Local Signal Control in Urban Networks D Zhou, V Gayah Available at SSRN 4866213, 2024 | | 2024 |
Deep Reinforcement Learning Approaches to Perimeter Metering Control Problems D Zhou | | 2024 |
Link Criticality Analysis Based on Reliable Shortest Path in Network with Correlated Link Travel Times D Zhou, Q Cheng, Q An, B Lu, Z Liu 18th COTA International Conference of Transportation Professionals, 2529-2535, 2018 | | 2018 |