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Samah El-Tantawy
Samah El-Tantawy
Assistant Professor, Cairo University
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Year
Multiagent reinforcement learning for integrated network of adaptive traffic signal controllers (MARLIN-ATSC): methodology and large-scale application on downtown Toronto
S El-Tantawy, B Abdulhai, H Abdelgawad
IEEE Transactions on Intelligent Transportation Systems 14 (3), 1140-1150, 2013
4662013
Design of reinforcement learning parameters for seamless application of adaptive traffic signal control
S El-Tantawy, B Abdulhai, H Abdelgawad
Journal of Intelligent Transportation Systems 18 (3), 227-245, 2014
1262014
An agent-based learning towards decentralized and coordinated traffic signal control
S El-Tantawy, B Abdulhai
13th International IEEE Conference on Intelligent Transportation Systems …, 2010
1062010
Safety evaluation of truck lane restriction strategies using microsimulation modeling
S El-Tantawy, S Djavadian, MJ Roorda, B Abdulhai
Transportation research record 2099 (1), 123-131, 2009
482009
Towards multi-agent reinforcement learning for integrated network of optimal traffic controllers (MARLIN-OTC)
S El-Tantawy, B Abdulhai
Transportation Letters 2 (2), 89-110, 2010
342010
Traffic data fusion using SCAAT Kalman filters
YJ Byon, A Shalaby, B Abdulhai, S El-Tantawy
Transportation Research Board 89th Annual MeetingTransportation Research Board, 2010
222010
Multi-agent reinforcement learning for integrated and networked adaptive traffic signal control
S El-Tantawy, B Abdulhai
US Patent 9,818,297, 2017
202017
MARLA-SG: Multi-agent reinforcement learning algorithm for efficient demand response in smart grid
S Aladdin, S El-Tantawy, MM Fouda, AST Eldien
IEEE access 8, 210626-210639, 2020
112020
Big data in ITS: Concept, case studies, opportunities, and challenges
KI Moharm, EF Zidane, MM El-Mahdy, S El-Tantawy
IEEE Transactions on Intelligent Transportation Systems 20 (8), 3189-3194, 2018
112018
Comprehensive analysis of reinforcement learning methods and parameters for adaptive traffic signal control
S El-Tantawy, B Abdulhai
Transportation Research Board 90th Annual MeetingTransportation Research Board, 2011
102011
Assessment of self-learning adaptive traffic signal control on congested urban areas: independent versus coordinated perspectives
H Abdelgawad, B Abdulhai, S El-Tantawy, A Hadayeghi, B Zvaniga
Canadian Journal of Civil Engineering 42 (6), 353-366, 2015
82015
Traffic condition monitoring with scaat kalman filter-based data fusion in toronto, canada
YJ Byon, A Shalaby, B Abdulhai, CS Cho, H Yeo, S El-Tantawy
KSCE journal of civil engineering 23 (2), 810-820, 2019
52019
Fuzzy inference system and neuro-fuzzy systems for analog fault diagnosis
M El-Gamal, S El-Tantawy
Electrical Engineering Research 1 (4), 116-125, 2013
52013
Temporal Difference Learning-Based Adaptive Traffic Signal Control
S El-Tantawy, B Abdulhai
proceedings of the12th World Conference on Transport Research (WCTR), Lisbon …, 2010
52010
Forecasting of renewable energy using ANN, GPANN and ANFIS (A comparative study and performance analysis)
OAAA Hussieny, MA El-Beltagy, S El-Tantawy
2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES …, 2020
42020
Towards a learning style and knowledge level-based adaptive personalized platform for an effective and advanced learning for school students
WS Sayed, M Gamal, M Abdelrazek, S El-Tantawy
Recent Advances in Engineering Mathematics and Physics, 261-273, 2020
42020
Closed loop optimal adaptive traffic signal and ramp control: A case study on downtown Toronto
S El-Tantawy, K Rezaee, B Abdulhai
2015 IEEE 18th international conference on intelligent transportation …, 2015
42015
Frame-based mobility estimation via compressive sensing in delay-tolerant vehicular networks
W Alasmary, S Valaee, S El-Tantawy, B Abdulhai
2014 IEEE 6th International Symposium on Wireless Vehicular Communications …, 2014
42014
Assessment of adaptive traffic signal control using hardware in the loop simulation
H Abdelgawad, K Rezaee, S El-Tantawy, B Abdulhai, T Abdulazim
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
32015
Neighborhood-Coordinated Multiagent Reinforcement Learning for Networked Adaptive Traffic Signal Control
S El-Tantawy, B Abdulhai
Transportation Research Board 91st Annual MeetingTransportation Research Board, 2012
32012
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Articles 1–20