Mustafa Mert Çelikok

According to our database, Mustafa Mert Çelikok authored at least 15 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Frans A. Oliehoek

CoRR, January, 2025

2024

On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents.

Robert Loftin, Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok

CoRR, 2024

Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory.

Mustafa Mert Çelikok, Frans A. Oliehoek, Jan-Willem van de Meent

CoRR, 2024

Uncoupled Learning of Differential Stackelberg Equilibria with Commitments.

Robert T. Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Modeling needs user modeling.

Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski

Frontiers Artif. Intell., February, 2023

Model-based Multi-agent Reinforcement Learning for AI Assistants.

Mustafa Mert Çelikok

PhD thesis, 2023

Towards a Unifying Model of Rationality in Multiagent Systems.

Robert Tyler Loftin, Mustafa Mert Çelikok, Frans A. Oliehoek

CoRR, 2023

Differentiable user models.

Alex Hämäläinen, Mustafa Mert Çelikok, Samuel Kaski

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Teaching to Learn: Sequential Teaching of Learners with Internal States.

Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs.

Mustafa Mert Çelikok, Frans A. Oliehoek, Samuel Kaski

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2020

Teaching to Learn: Sequential Teaching of Agents with Inner States.

Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski

CoRR, 2020

2019

Interactive AI with a Theory of Mind.

Mustafa Mert Çelikok, Tomi Peltola, Pedram Daee, Samuel Kaski

CoRR, 2019

Machine Teaching of Active Sequential Learners.

Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Modelling User's Theory of AI's Mind in Interactive Intelligent Systems.

Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski

CoRR, 2018