Application of reinforcement learning with continuous state space to ramp metering in real-world conditions. - Kasra Rezaee; Baher Abdulhai; Hossam Abdelgawad (ITSC, 2012)

Multiagent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale Application on Downtown Toronto. - Samah El-Tantawy; Baher Abdulhai; Hossam Abdelgawad (IEEE Trans. Intell. Transp. Syst., 2013)

Towards a Multi-cluster Analytical Engine for Transportation Data. - Mark Shtern; Rizwan Mian; Marin Litoiu; Saeed Zareian; Hossam Abdelgawad; Ali Tizghadam (ICCAC, 2014)

Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control. - Samah El-Tantawy; Baher Abdulhai; Hossam Abdelgawad (J. Intell. Transp. Syst., 2014)

Assessment of Adaptive Traffic Signal Control Using Hardware in the Loop Simulation. - Hossam Abdelgawad; Kasra Rezaee; Samah El-Tantawy; Baher Abdulhai; Tamer Abdulazim (ITSC, 2015)

Speedup of DTA-Based Simulation of Large Metropolises for Quasi Real-Time ITS Applications. - Agop Koulakezian; Billy Graydon; Hossam Abdelgawad; Baher Abdulhai; Yi-Chang Chiu; Alberto Leon-Garcia (ITSC, 2015)

Robust Network Design for Roadway Networks: Unifying Framework and Application. - Agop Koulakezian; Hossam Abdelgawad; Ali Tizghadam; Baher Abdulhai; Alberto Leon-Garcia (IEEE Intell. Transp. Syst. Mag., 2015)

Assessing the Potential Impacts of Connected Vehicles: Mobility, Environmental, and Safety Perspectives. - Arash Olia; Hossam Abdelgawad; Baher Abdulhai; Saiedeh N. Razavi (J. Intell. Transp. Syst., 2016)

Optimizing the number and locations of freeway roadside equipment units for travel time estimation in a connected vehicle environment. - Arash Olia; Hossam Abdelgawad; Baher Abdulhai; Saiedeh N. Razavi (J. Intell. Transp. Syst., 2017)

Harnessing the Power of HPC in Simulation and Optimization of Large Transportation Networks: Spatio-Temporal Traffic Management in the Greater Toronto Area. - Aya Aboudina; Islam Kamel; Mohamed Elshenawy; Hossam Abdelgawad; Baher Abdulhai (IEEE Intell. Transp. Syst. Mag., 2018)

Traffic capacity implications of automated vehicles mixed with regular vehicles. - Arash Olia; Saiedeh N. Razavi; Baher Abdulhai; Hossam Abdelgawad (J. Intell. Transp. Syst., 2018)