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ORCIDMustafa Mert Çelikok
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2020 – today
- 2024
[c6]Robert T. Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek:
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments. AAMAS 2024: 1265-1273- [i10]Mustafa Mert Çelikok, Frans A. Oliehoek, Jan-Willem van de Meent:
Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory. CoRR abs/2405.19024 (2024) - [i9]Robert Loftin, Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok:
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents. CoRR abs/2407.00419 (2024) - 2023
- [b1]Mustafa Mert Çelikok:
Model-based Multi-agent Reinforcement Learning for AI Assistants. Aalto University, Espoo, Finland, 2023 - [j1]Mustafa Mert Çelikok, Pierre-Alexandre Murena
, Samuel Kaski:
Modeling needs user modeling. Frontiers Artif. Intell. 6 (2023) - [c5]Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski:
Teaching to Learn: Sequential Teaching of Learners with Internal States. AAAI 2023: 5939-5947 - [c4]Alex Hämäläinen, Mustafa Mert Çelikok, Samuel Kaski:
Differentiable user models. UAI 2023: 798-808 - [i8]Robert Tyler Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek:
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments. CoRR abs/2302.03438 (2023) - [i7]Robert Tyler Loftin, Mustafa Mert Çelikok, Frans A. Oliehoek:
Towards a Unifying Model of Rationality in Multiagent Systems. CoRR abs/2305.18071 (2023) - 2022
- [c3]Mustafa Mert Çelikok, Frans A. Oliehoek, Samuel Kaski:
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs. AAMAS 2022: 235-243 - [c2]Miguel Suau, Jinke He, Mustafa Mert Çelikok, Matthijs T. J. Spaan, Frans A. Oliehoek:
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems. NeurIPS 2022 - [i6]Mustafa Mert Çelikok, Frans A. Oliehoek, Samuel Kaski:
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs. CoRR abs/2204.01160 (2022) - [i5]Miguel Suau, Jinke He, Mustafa Mert Çelikok, Matthijs T. J. Spaan, Frans A. Oliehoek:
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems. CoRR abs/2207.00288 (2022) - [i4]Alex Hämäläinen, Mustafa Mert Çelikok, Samuel Kaski:
Differentiable User Models. CoRR abs/2211.16277 (2022) - 2020
- [i3]Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski:
Teaching to Learn: Sequential Teaching of Agents with Inner States. CoRR abs/2009.06227 (2020)
2010 – 2019
- 2019
- [c1]Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski:
Machine Teaching of Active Sequential Learners. NeurIPS 2019: 11202-11213 - [i2]Mustafa Mert Çelikok, Tomi Peltola, Pedram Daee, Samuel Kaski:
Interactive AI with a Theory of Mind. CoRR abs/1912.05284 (2019) - 2018
- [i1]Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski:
Modelling User's Theory of AI's Mind in Interactive Intelligent Systems. CoRR abs/1809.02869 (2018)
Coauthor Index
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