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Muhammed O. Sayin
Assistant Professor, Electrical and Electronics Engineering, Bilkent University
Joined
May 2021
Names
Muhammed O. Sayin
(Preferred)
,
Muhammed Omer Sayin
Emails
****@mit.edu
(Confirmed)
,
****@ee.bilkent.edu.tr
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Assistant Professor
Electrical and Electronics Engineering,
Bilkent University
(bilkent.edu.tr)
2021
–
Present
Postdoc
Laboratory for Information and Decision Systems,
Massachusetts Institute of Technology
(mit.edu)
2019
–
2021
PhD student
Electrical and Computer Engineering,
University of Illinois, Urbana Champaign
(illinois.edu)
2015
–
2019
MS student
Electrical and Electronics Engineering,
Bilkent University
(bilkent.edu.tr)
2013
–
2015
Advisors, Relations & Conflicts
Postdoc Advisor
Asuman E. Ozdaglar
2019
–
2021
PhD Advisor
Tamer Basar
2015
–
2019
Coauthor
Suleyman S. Kozat
2013
–
2015
Expertise
game theory
,
multi-agent reinforcement learning
Present
Publications
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games
Ahmed Said Dönmez
,
Yüksel Arslantaş
,
Muhammed O. Sayin
NeurIPS 2024 poster
Readers:
Everyone
Generalized Individual Q-learning for Polymatrix Games with Partial Observations
Ahmed Said Donmez
,
Muhammed O. Sayin
CoRR 2024
Readers:
Everyone
Strategizing against Q-learners: A Control-theoretical Approach
Yuksel Arslantas
,
Ege Yuceel
,
Muhammed O. Sayin
CoRR 2024
Readers:
Everyone
Team Collaboration vs Competition: New Fictitious Play Dynamics for Multi-team Zero-Sum Games
Ahmed Said Donmez
,
Yuksel Arslantas
,
Muhammed O. Sayin
CoRR 2024
Readers:
Everyone
Strategizing Against Q-Learners: A Control-Theoretical Approach
Yuksel Arslantas
,
Ege Yuceel
,
Muhammed O. Sayin
IEEE Control. Syst. Lett. 2024
Readers:
Everyone
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games
Ahmed Said Donmez
,
Yuksel Arslantas
,
Muhammed Omer Sayin
NeurIPS 2024
Readers:
Everyone
Decentralized Learning for Stochastic Games: Beyond Zero Sum and Identical Interest
Muhammed O. Sayin
CoRR 2023
Readers:
Everyone
Reinforcement-Learning-Based Job-Shop Scheduling for Intelligent Intersection Management
Shao-Ching Huang
,
Kai-En Lin
,
Cheng-Yen Kuo
,
Li-Heng Lin
,
Muhammed O. Sayin
,
Chung-Wei Lin
DATE 2023
Readers:
Everyone
Episodic Logit-Q Dynamics for Efficient Learning in Stochastic Teams
Onur Unlu
,
Muhammed O. Sayin
CDC 2023
Readers:
Everyone
View all 83 publications
Co-Authors
Ahmed Said Donmez
Ahmed Said Dönmez
Alper Demir
Asuman E. Ozdaglar
Bowen Zheng
Cheng-Yen Kuo
Chung-Wei Lin
Dariush Kari
David S. Leslie
Ege Yuceel
Emrah Akyol
Eunsuk Kang
Farhan Khan
Francesca Parise
Hikmet Yildiz
Hossein Hosseini
Huseyin Ozkan
Ibrahim Delibalta
Iman Marivani
Jiajun Shen
K. Alperen Cetiner
Kaan Gökcesu
Kai-En Lin
Kaiqing Zhang
Li-Heng Lin
View all 43 co-authors