Mustafa Mert Çelikok

About Mustafa Mert Çelikok

Mustafa Mert Çelikok, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Aalto-yliopisto, specializes in the field of Reinforcement Learning, Multi-agent Learning, Probabilistic Inference, Cognitive Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

Model-based Multi-agent Reinforcement Learning for AI Assistants

Towards a Unifying Model of Rationality in Multiagent Systems

Teaching to Learn: Sequential Teaching of Learners with Internal States

Modelling Needs User Modelling

Differentiable User Models

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems

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

Mustafa Mert Çelikok Information

University

Position

___

Citations(all)

57

Citations(since 2020)

56

Cited By

11

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Mustafa Mert Çelikok Skills & Research Interests

Reinforcement Learning

Multi-agent Learning

Probabilistic Inference

Cognitive Science

Top articles of Mustafa Mert Çelikok

Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

arXiv preprint arXiv:2302.03438

2023/2/7

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

Herke Van Hoof
Herke Van Hoof

H-Index: 16

Model-based Multi-agent Reinforcement Learning for AI Assistants

2023

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

Towards a Unifying Model of Rationality in Multiagent Systems

arXiv preprint arXiv:2305.18071

2023/5/29

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

Teaching to Learn: Sequential Teaching of Learners with Internal States

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

Pierre-Alexandre Murena
Pierre-Alexandre Murena

H-Index: 6

Modelling Needs User Modelling

Frontiers in Artificial Intelligence

2023

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

Pierre-Alexandre Murena
Pierre-Alexandre Murena

H-Index: 6

Differentiable User Models

The 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023)

2023

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems

NeurIPS 2022

2022/7/1

Jinke He
Jinke He

H-Index: 1

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

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

arXiv preprint arXiv:2204.01160

2022/4/3

Mustafa Mert Çelikok
Mustafa Mert Çelikok

H-Index: 1

See List of Professors in Mustafa Mert Çelikok University(Aalto-yliopisto)

Co-Authors

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