Modelling User's Theory of AI's Mind in Interactive Intelligent Systems. - Tomi Peltola; Mustafa Mert Çelikok; Pedram Daee; Samuel Kaski (CoRR, 2018)

Machine Teaching of Active Sequential Learners. - Tomi Peltola; Mustafa Mert Çelikok; Pedram Daee; Samuel Kaski (NeurIPS, 2019)

Interactive AI with a Theory of Mind. - Mustafa Mert Çelikok; Tomi Peltola; Pedram Daee; Samuel Kaski (CoRR, 2019)

Teaching to Learn: Sequential Teaching of Agents with Inner States. - Mustafa Mert Çelikok; Pierre-Alexandre Murena; Samuel Kaski (CoRR, 2020)

Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs. - Mustafa Mert Çelikok; Frans A. Oliehoek; Samuel Kaski (AAMAS, 2022)

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems. - Miguel Suau; Jinke He; Mustafa Mert Çelikok; Matthijs T. J. Spaan; Frans A. Oliehoek (NeurIPS, 2022)

Teaching to Learn: Sequential Teaching of Learners with Internal States. - Mustafa Mert Çelikok; Pierre-Alexandre Murena; Samuel Kaski (AAAI, 2023)

Differentiable user models. - Alex Hämäläinen; Mustafa Mert Çelikok; Samuel Kaski (UAI, 2023)

Towards a Unifying Model of Rationality in Multiagent Systems. - Robert Tyler Loftin; Mustafa Mert Çelikok; Frans A. Oliehoek (CoRR, 2023)

Model-based Multi-agent Reinforcement Learning for AI Assistants. - Mustafa Mert Çelikok (2023)

Modeling needs user modeling. - Mustafa Mert Çelikok; Pierre-Alexandre Murena; Samuel Kaski (Frontiers Artif. Intell., 2023)

Uncoupled Learning of Differential Stackelberg Equilibria with Commitments. - Robert T. Loftin; Mustafa Mert Çelikok; Herke van Hoof; Samuel Kaski; Frans A. Oliehoek (AAMAS, 2024)

Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory. - Mustafa Mert Çelikok; Frans A. Oliehoek; Jan-Willem van de Meent (CoRR, 2024)

On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents. - Robert Tyler Loftin; Saptarashmi Bandyopadhyay; Mustafa Mert Çelikok (CoRR, 2024)

On the Complexity of Learning to Cooperate in Populations of Socially Rational Agents. - Saptarashmi Bandyopadhyay; Mustafa Mert Çelikok; Robert Loftin (AAMAS, 2025)

Abstraction for Bayesian Reinforcement Learning in Factored POMDPs. - Rolf A. N. Starre; Sammie Katt; Mustafa Mert Çelikok; Marco Loog; Frans A. Oliehoek (Trans. Mach. Learn. Res., 2025)

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 001; Frans A. Oliehoek (CoRR, 2025)

Social Cooperation in Conversational AI Agents. - Mustafa Mert Çelikok; Saptarashmi Bandyopadhyay; Robert Loftin (CoRR, 2025)