Mustafa Mert Çelikok

24 papers A* 3A 4Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributional Active Inference.
CoRR
Abdullah Akgül, Gulcin Baykal, Manuel Haußmann, Mustafa Mert Çelikok, Melih Kandemir
2025 J jnl
Abstraction for Bayesian Reinforcement Learning in Factored POMDPs.
Trans. Mach. Learn. Res.
Rolf A. N. Starre, Sammie Katt, Mustafa Mert Çelikok, Marco Loog, Frans A. Oliehoek
2025 A conf
On the Complexity of Learning to Cooperate in Populations of Socially Rational Agents.
AAMAS
Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok, Robert Loftin
2025 J jnl
SHARPIE: A Modular Framework for Reinforcement Learning and Human-AI Interaction Experiments.
CoRR
Hüseyin Aydin, Kevin Godin-Dubois, Libio Goncalvez Braz, Floris den Hengst, Kim Baraka, Mustafa Mert Çelikok, Andreas Sauter, Shihan Wang, Frans A. Oliehoek
2025 J jnl
Social Cooperation in Conversational AI Agents.
CoRR
Mustafa Mert Çelikok, Saptarashmi Bandyopadhyay, Robert Loftin
2025 — conf
Towards an Experimentation Platform for Hybrid Human-AI Sequential Decision-Making.
HHAI
Hüseyin Aydin, Kevin Godin-Dubois, Libio Goncalvez Braz, Floris den Hengst, Kim Baraka, Mustafa Mert Çelikok, Andreas Sauter, Shihan Wang, Frans A. Oliehoek
2024 J jnl
Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory.
CoRR
Mustafa Mert Çelikok, Frans A. Oliehoek, Jan-Willem van de Meent
2024 J jnl
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents.
CoRR
Robert Tyler Loftin, Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok
2024 A conf
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments.
AAMAS
Robert T. Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek
2023 A conf
Differentiable user models.
UAI
Alex Hämäläinen, Mustafa Mert Çelikok, Samuel Kaski
2023 — —
Model-based Multi-agent Reinforcement Learning for AI Assistants.
Mustafa Mert Çelikok
2023 J jnl
Modeling needs user modeling.
Frontiers Artif. Intell.
Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski
2023 A* conf
Teaching to Learn: Sequential Teaching of Learners with Internal States.
AAAI
Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski
2023 J jnl
Towards a Unifying Model of Rationality in Multiagent Systems.
CoRR
Robert Tyler Loftin, Mustafa Mert Çelikok, Frans A. Oliehoek
2023 J jnl
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments.
CoRR
Robert Tyler Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek
2022 A conf
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs.
AAMAS
Mustafa Mert Çelikok, Frans A. Oliehoek, Samuel Kaski
2022 J jnl
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs.
CoRR
Mustafa Mert Çelikok, Frans A. Oliehoek, Samuel Kaski
2022 J jnl
Differentiable User Models.
CoRR
Alex Hämäläinen, Mustafa Mert Çelikok, Samuel Kaski
2022 A* conf
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems.
NeurIPS
Miguel Suau, Jinke He, Mustafa Mert Çelikok, Matthijs T. J. Spaan, Frans A. Oliehoek
2022 J jnl
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems.
CoRR
Miguel Suau, Jinke He, Mustafa Mert Çelikok, Matthijs T. J. Spaan, Frans A. Oliehoek
2020 J jnl
Teaching to Learn: Sequential Teaching of Agents with Inner States.
CoRR
Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski
2019 J jnl
Interactive AI with a Theory of Mind.
CoRR
Mustafa Mert Çelikok, Tomi Peltola, Pedram Daee, Samuel Kaski
2019 A* conf
Machine Teaching of Active Sequential Learners.
NeurIPS
Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski
2018 J jnl
Modelling User's Theory of AI's Mind in Interactive Intelligent Systems.
CoRR
Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski