Samah El-Tantawy

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 Transactions on Intelligent Transportation Systems · 2013 · 502 citations

Integrated Network, Multiagent Reinforcement Learning, Engineering +14

Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control

Samah El-Tantawy, Baher Abdulhai, Hossam Abdelgawad · Journal of Intelligent Transportation Systems · 2013 · 158 citations

Intelligent Traffic Management, Reinforcement Learning Parameters, Engineering +14

AI-based adaptive personalized content presentation and exercises navigation for an effective and engaging E-learning platform

Wafaa S. Sayed, Ahmed M. Noeman, Abdelrahman Abdellatif et al. · Multimedia Tools and Applications · 2022 · 127 citations · Full text

E-learning, Education, Online Learning +16

An agent-based learning towards decentralized and coordinated traffic signal control

Samah El-Tantawy, Baher Abdulhai · 2010 · 103 citations

Intelligent Traffic Management, Multi-agent Reinforcement Learning, Engineering +11

Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC)

Samah El-Tantawy, Baher Abdulhai · 2012 · 66 citations

Integrated Network, Intelligent Traffic Management, Multi-agent Reinforcement Learning +13