Mustafa Mert Çelikok | DeepAI

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∙ 05/29/2023

Towards a Unifying Model of Rationality in Multiagent Systems

Multiagent systems deployed in the real world need to cooperate with oth...

0 Robert Loftin, et al. ∙

∙ 02/07/2023

Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

A natural solution concept for many multiagent settings is the Stackelbe...

0 Robert Loftin, et al. ∙

∙ 11/29/2022

Differentiable User Models

Probabilistic user modeling is essential for building collaborative AI s...

0 Alex Hämäläinen, et al. ∙

∙ 07/01/2022

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

Due to its high sample complexity, simulation is, as of today, critical ...

0 Miguel Suau, et al. ∙

∙ 04/03/2022

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

Centaurs are half-human, half-AI decision-makers where the AI's goal is ...

0 Mustafa Mert Çelikok, et al. ∙

∙ 09/14/2020

Teaching to Learn: Sequential Teaching of Agents with Inner States

In sequential machine teaching, a teacher's objective is to provide the ...

10 Mustafa Mert Çelikok, et al. ∙

∙ 12/01/2019

Interactive AI with a Theory of Mind

Understanding each other is the key to success in collaboration. For hum...

0 Mustafa Mert Çelikok, et al. ∙

∙ 09/08/2018

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

Many interactive intelligent systems, such as recommendation and informa...

0 Tomi Peltola, et al. ∙

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