Baher Abdulhai
University of Toronto
H-index: 37
North America-Canada
Top articles of Baher Abdulhai
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Freeway congestion management on multiple consecutive bottlenecks with RL‐based headway control of autonomous vehicles | IET Intelligent Transport Systems | Lina Elmorshedy Ilia Smirnov Baher Abdulhai | 2024 |
Safe, efficient, and comfortable reinforcement-learning-based car-following for AVs with an analytic safety guarantee and dynamic target speed | Transportation research record | Omar ElSamadisy Tianyu Shi Ilia Smirnov Baher Abdulhai | 2024/1 |
Method and system for adaptive cycle-level traffic signal control | 2023/10/10 | ||
Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm for Optimizing Headway Adherence and Speed | IEEE Transactions on Intelligent Transportation Systems | Wen Xun Hu Hirotaka Ishihara Chuhan Chen Amer Shalaby Baher Abdulhai | 2023/5/5 |
A comparative evaluation of established and contemporary deep learning traffic prediction methods | Ta Jiun Ting Scott Sanner Baher Abdulhai | 2023/10/6 | |
SMAC-tuned Deep Q-learning for Ramp Metering | Omar ElSamadisy Yazeed Abdulhai Haoyuan Xue Ilia Smirnov Elias B Khalil | 2023/3/19 | |
A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization | Ilia Smirnov Scott Sanner Baher Abdulhai | 2023/9/24 | |
eMARLIN: distributed coordinated adaptive traffic signal control with topology-embedding propagation | Transportation Research Record | Xiaoyu Wang Ayal Taitler Ilia Smirnov Scott Sanner Baher Abdulhai | 2023 |
eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control | Xiaoyu Wang Ayal Taitler Ilia Smirnov Scott Sanner Baher Abdulhai | 2023/9/24 | |
Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization | Xiaocan Li Ray Coden Mercurius Ayal Taitler Xiaoyu Wang Mohammad Noaeen | 2023/9/24 | |
Dynamic bus lanes versus exclusive bus lanes: Comprehensive comparative analysis of urban corridor performance | Transportation Research Record | Kareem Othman Amer Shalaby Baher Abdulhai | 2023/1 |
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 | Xiaoyu Wang Baher Abdulhai Scott Sanner | 2023/10/13 | |
Freeway congestion management with reinforcement learning headway control of connected and autonomous vehicles | Transportation research record | Lina Elmorshedy Ilia Smirnov Baher Abdulhai | 2023/7 |
Quantitative evaluation of the impacts of the time headway of adaptive cruise control systems on congested urban freeways using different car following models and early control … | IEEE Open Journal of Intelligent Transportation Systems | Lina Elmorshedy Baher Abdulhai Islam Kamel | 2022/4/11 |
2022 Index IEEE Transactions on Intelligent Transportation Systems Vol. 23 | IEEE Transactions on Intelligent Transportation Systems | F Abbas M Abbas S Abbas T Abbas JA Abbasi | 2022/12 |
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car-following | Tianyu Shi Yifei Ai Omar ElSamadisy Baher Abdulhai | 2022/10/8 | |
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization | arXiv preprint arXiv:2210.03802 | Jihwan Jeong Xiaoyu Wang Michael Gimelfarb Hyunwoo Kim Baher Abdulhai | 2022/10/7 |
Temporal detector scan image method, system, and medium for traffic signal control | 2022/6/23 | ||
Adaptive traffic signal control with deep reinforcement learning and high dimensional sensory inputs: Case study and comprehensive sensitivity analyses | IEEE Transactions on Intelligent Transportation Systems | Soheil Mohamad Alizadeh Shabestary Baher Abdulhai | 2022/6/14 |
Method and system for traffic signal control with a learned model | 2022/12/15 |
