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Mustafa Mert Çelikok
Assistant Professor, Mathematics and Computer Science, University of Southern Denmark - SDU
Joined
May 2021
Names
Mustafa Mert Çelikok
(Preferred)
,
Mustafa Mert Celikok
Emails
****@aalto.fi
(Confirmed)
,
****@aalto.fi
(Confirmed)
,
****@tudelft.nl
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@imada.sdu.dk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Assistant Professor
Mathematics and Computer Science,
University of Southern Denmark - SDU
(sdu.dk)
2025
–
Present
Postdoc
Computer Science,
Delft University of Technology
(tudelft.nl)
2023
–
2025
Intern
Centrum voor Wiskunde en Informatica
(cwi.nl)
2023
–
2023
PhD student
Computer Science,
Aalto University
(aalto.fi)
2019
–
2023
MS student
Computer Science,
Aalto University
(aalto.fi)
2016
–
2018
Undergrad student
Computer Engineering,
Selcuk University
(selcuk.edu.tr)
2011
–
2015
Advisors, Relations & Conflicts
Coauthor
Saptarashmi Bandyopadhyay
2024
–
Present
Coauthor
Alex Hämäläinen
2022
–
Present
Coauthor
Robert Loftin
2021
–
Present
Coauthor
Miguel Suau
2021
–
Present
Coauthor
Jinke He
2021
–
Present
Coauthor
Matthijs T. J. Spaan
2021
–
Present
Coauthor
Pierre-Alexandre Murena
2020
–
Present
Coauthor
Pierre-Alexandre Murena
2020
–
Present
Postdoc Advisor
Frans A. Oliehoek
2020
–
Present
PhD Advisor
Samuel Kaski
2019
–
Present
Postdoc Advisor
Jan-Willem van de Meent
2023
–
2026
Coworker
Wouter Koolen
2023
–
2023
Expertise
reinforcement learning theory
2020
–
Present
reinforcement learning
,
multi-agent learning
,
multiagent learning
2019
–
Present
Publications
The Arbiter Agent: Continually Monitoring Multi-Agent Conversations to Detect Emergent Misalignment
Filippo Tonini
,
Federico Torrielli
,
Anton Danholt Lautrup
,
Peter Schneider-Kamp
,
Mustafa Mert Çelikok
,
Lukas Galke Poech
AITC 2026 Talk
Readers:
Everyone
Workshop on Multi-Agent Learning and Its Opportunities in the Era of Generative AI
Jianhong Wang
,
Caroline Wang
,
Feng Chen
,
Arrasy Rahman
,
Felipe Leno da Silva
,
Rupali Bhati
,
Bo Liu
,
Mustafa Mert Çelikok
ICLR 2026 Workshop Proposals
Readers:
Everyone
Value Improved Actor Critic Algorithms
Yaniv Oren
,
Moritz Akiya Zanger
,
Pascal R. Van der Vaart
,
Mustafa Mert Çelikok
,
Wendelin Boehmer
,
Matthijs T. J. Spaan
EWRL 2025 Poster
Readers:
Everyone
Value Improved Actor Critic Algorithms
Yaniv Oren
,
Moritz Akiya Zanger
,
Pascal R. Van der Vaart
,
Mustafa Mert Çelikok
,
Wendelin Boehmer
,
Matthijs T. J. Spaan
NeurIPS 2025 poster
Readers:
Everyone
Abstraction for Bayesian Reinforcement Learning in Factored POMDPs
Rolf A. N. Starre
,
Sammie Katt
,
Mustafa Mert Çelikok
,
Marco Loog
,
Frans A Oliehoek
Accepted by TMLR
Readers:
Everyone
SHARPIE: A Modular Framework for Reinforcement Learning and Human-AI Interaction Experiments
Hüseyin Aydin
,
Kevin Godin-Dubois
,
Libio Goncalvez Braz
,
Floris den Hengst
,
Kim Baraka
,
Mustafa Mert Çelikok
,
Andreas Sauter
,
Shihan Wang
,
Frans A. Oliehoek
CoRR 2025
Readers:
Everyone
Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory
Mustafa Mert Çelikok
,
Frans A. Oliehoek
,
Jan-Willem van de Meent
CoRR 2024
Readers:
Everyone
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents
Robert Loftin
,
Saptarashmi Bandyopadhyay
,
Mustafa Mert Çelikok
CoRR 2024
Readers:
Everyone
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
Robert T. Loftin
,
Mustafa Mert Çelikok
,
Herke van Hoof
,
Samuel Kaski
,
Frans A. Oliehoek
AAMAS 2024
Readers:
Everyone
Differentiable User Models
Alex Hämäläinen
,
Mustafa Mert Çelikok
,
Samuel Kaski
Published: 08 May 2023, Last Modified: 22 Jun 2025
UAI 2023
Readers:
Everyone
View all 26 publications
Co-Authors
Alex Hämäläinen
Andreas Sauter
Anton Danholt Lautrup
Arrasy Rahman
Bo Liu
Caroline Wang
Federico Torrielli
Felipe Leno da Silva
Feng Chen
Filippo Tonini
Floris den Hengst
Frans A Oliehoek
Frans A. Oliehoek
Herke van Hoof
Hüseyin Aydin
Jan-Willem van de Meent
Jianhong Wang
Jinke He
Kevin Godin-Dubois
Kim Baraka
Libio Goncalvez Braz
Lukas Galke Poech
Marco Loog
Matthijs T. J. Spaan
Miguel Suau
View all 41 co-authors