Baher Abdulhai - Publications, H-index & Citations

Baher Abdulhai

university of toronto

33H指数

200论文数

4.9K被引数

收录论文 23

发表时间

Coordinated dual-objective transit signal priority: a deep reinforcement learning approach 协同双目标公交信号优先：一种深度强化学习方法

transportmetrica b transport dynamics

IF0

2025-09-02

PREAI

Wen Xun Hu; Yu Shen Lu; Yifan Zhao; Hirotaka Ishihara; Amer Shalaby; Baher Abdulhai

Integrating Multimodality and Partial Observability Solutions Into Decentralized Multiagent Reinforcement Learning Adaptive Traffic Signal Control 将多模态和部分可观测性解决方案集成到分布式多智能体强化学习自适应交通信号控制中

IEEE Open Journal of Intelligent Transportation Systems

IF5.3

2025-01-01

OAAI

Kareem Othman; Xiaoyu Wang; Amer Shalaby; Baher Abdulhai

Multi-Hop Upstream Anticipatory Traffic Signal Control With Deep Reinforcement Learning 基于深度强化学习的多跳上游预判交通信号控制

IEEE Open Journal of Intelligent Transportation Systems

IF5.3

2025-01-01

OAAI

Xiaocan Li; Xiaoyu Wang; Ilia Smirnov; Scott Sanner; Baher Abdulhai

eMARLIN plus : Addressing Partial Observability to Promote Traffic Signal Coordination by Leveraging Historical Information

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-12-01

PREAI

Wang, Xiaoyu; Taitler, Ayal; Smirnov, Ilia; Sanner, Scott; Abdulhai, Baher

Decision support tools for effective bus fleet electrification: Replacement factors and fleet size prediction 有效公交车队电气化的决策支持工具: 更换因素和车队规模预测

TRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES

IF3.8

2024-11-01

OAAI

Othman, Kareem; Hamed, Sarah; Da Silva, Diego; Shalaby, Amer; Abdulhai, Baher

Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm for Optimizing Headway Adherence and Speed

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2023-08-01

PREAI

Hu, Wen Xun; Ishihara, Hirotaka; Chen, Chuhan; Shalaby, Amer; Abdulhai, Baher

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

IF8.4

2022-11-01

PREAI

Shabestary, Soheil Mohamad Alizadeh; Abdulhai, Baher

A modelling platform for optimizing time-dependent transit fares in large-scale multimodal networks

TRANSPORT POLICY

IF5.3

2020-06-01

PREAI

Kamel, Islam; Shalaby, Amer; Abdulhai, Baher

Development of a hybrid modelling approach for the generation of an urban on-road transportation emission inventory

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

IF7.7

2018-07-01

PREAI

Tu, Ran; Kamel, Islam; Wang, An; Abdulhai, Baher; Hatzopoulou, Marianne

Towards a service-oriented cyber-physical systems of systems for smart city mobility applications

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2018-02-01

PREAI

Elshenawy, Mohamed; Abdulhai, Baher; El-Darieby, Mohamed

A bi-level distributed approach for optimizing time-dependent congestion pricing in large networks: A simulation-based case study in the Greater Toronto Area

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2017-12-01

PREAI

Aboudina, Aya; Abdulhai, Baher

Time-dependent congestion pricing system for large networks: Integrating departure time choice, dynamic traffic assignment and regional travel surveys in the Greater Toronto Area

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

IF6.8

2016-12-01

PREAI

Aboudina, Aya; Abdelgawad, Hossam; Abdulhai, Baher; Habib, Khandker Nurul

Nonlinear multivariate time-space threshold vector error correction model for short term traffic state prediction

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

IF6.3

2015-06-01

OAAI

Ma, Tao; Zhou, Zhou; Abdulhai, Baher

Robust Network Design for Roadway Networks: Unifying Framework and Application

IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE

IF5

2015-01-01

PREAI

Koulakezian, Agop; Abdelgawad, Hossam; Tizghadam, Ali; Abdulhai, Baher; Leon-Garcia, Alberto

Towards multi-agent reinforcement learning for integrated network of optimal traffic controllers (MARLIN-OTC)面向最优交通控制器集成网络 (marlin-otc) 的多智能体强化学习

TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH

IF3.3

2013-09-07

PREAI

El-Tantawy, Samah; Abdulhai, Baher

Emergency evacuation planning as a network design problem: a critical review

TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH

IF3.3

2013-09-07

PREAI

Abdelgawad, Hossam; Abdulhai, Baher

Multiagent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale Application on Downtown Toronto

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2013-09-01

378

PREAI

El-Tantawy, Samah; Abdulhai, Baher; Abdelgawad, Hossam

Using Smartphones and Sensor Technologies to Automate Collection of Travel Data

TRANSPORTATION RESEARCH RECORD

IF1.8

2013-01-01

PREAI

Abdulazim, Tamer; Abdelgawad, Hossam; Habib, Khandker M. Nurul; Abdulhai, Baher

A comparative assessment of multi-sensor data fusion techniques for freeway traffic speed estimation using microsimulation modeling

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2013-01-01

PREAI

Bachmann, Chris; Abdulhai, Baher; Roorda, Matthew J.; Moshiri, Behzad

Sensitivity Analysis of an Evolutionary-Based Time-Dependent Origin/Destination Estimation Framework

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2012-09-01

PREAI

Kattan, Lina; Abdulhai, Baher

研究方向