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1 Towards Multi-Agent Reinforcement Learning for Integrated Network of Optimal Traffic Controllers (MARLIN-OTC) Samah El-Tantawy PhD Candidate

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Samah El-Tantawy is a PhD candidate in Civil Engineering Department, An Agent-Based Learning Toward s Decentralized and Coordinated Traffic Signal Control An Agent-Based Learning towards

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Samah El Tantawy Phd Thesis

Dr. Samah El-Tantawy ’s ground-breaking PhD dissertation suggested a smarter design for traffic lights, one that would reduce delays by up to 40 per cent and travel times by up to 26 per cent. A four-wheeled dream in the making! The traffic jams in Egypt and across the Middle East had a major role in inspiring her thesis, she asserts.

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. Adaptive Traffic Signal Controllers (MARLIN-ATSC) Samah El-Tantawy Doctor of Philosophy Department of Civil Engineering University of Toronto 2012 to finish my PhD thesis and for the so many blessings and loving people I …

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Towards Multi-Agent Reinforcement Learning for Integrated

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Making Traffic Smarter | By John Lorinc | University of

Samah El-Tantawy, Ph.D. Post Doctoral Fellow, University of Toronto Co-founder of Pragmatek Transport Innovations Inc. Applied Scientific Research: From Lab to Field 11 1. Make An IEEE ITSS Best Ph.D. Dissertation Award, 2013 Canadian Institute of Transportation Engineers Scholarship, 2010 INFORMS George B. Dantzig Dissertation Award, 2013

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Nov 04, 2013 · U of T Civil Engineering graduate Samah El-Tantawy, holding her son Yusuf, receives her first-place IEEE ITSS award for best PhD dissertation. From left: Professor Christoph Stiller, IEEE ITSS President; Samah El-Tantawy and Yusuf Abdelgawad; and, Professor Jason Geng, IEEE ITSS Vice President of Membership. U of T Engineering graduate Samah El-Tantawy‘s PhD dissertation …

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Samah El-Tantawy; Samah El-Tantawy. Share: Past Awards. 2013 . George B. Dantzig Dissertation Award: Finalist Winning material: Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers The Institute for Operations Research and the Management Sciences. 5521 Research Park Drive, Suite 200

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Samah El-Tantawy – University of Toronto. Samah El-Tantawy is currently a PhD Candidate in the field of Intelligent Transportation Systems (ITS) at the Department of Civil Engineering, University of Toronto. In 2004, she completed her Bachelor degree in Electrical and Communication Engineering, Cairo University with GPA of 3.9.

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