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Mohammad Gheshlaghi Azar

Radboud University Nijmegen

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Publication

Featured researches published by Mohammad Gheshlaghi Azar.

Journal of Machine Learning Research | 2012

Dynamic policy programming

Mohammad Gheshlaghi Azar; Vicenç Gómez; Hilbert J. Kappen

neural information processing systems | 2011

Speedy Q-Learning

Mohammad Ghavamzadeh; Hilbert J. Kappen; Mohammad Gheshlaghi Azar; Rémi Munos

international conference on machine learning | 2012

On the Sample Complexity of Reinforcement Learning with a Generative Model

Mohammad Gheshlaghi Azar; Bert Kappen; R mi Munos

international conference on artificial intelligence and statistics | 2011

Dynamic Policy Programming with Function Approximation

Mohammad Gheshlaghi Azar; Vicenç Gómez; Bert Kappen

arXiv: Artificial Intelligence | 2017

The Reactor: A Sample-Efficient Actor-Critic Architecture.

Audrunas Gruslys; Mohammad Gheshlaghi Azar; Marc G. Bellemare; Rémi Munos

Archive | 2011

Reinforcement Learning with a Near Optimal Rate of Convergence

Mohammad Gheshlaghi Azar; Rémi Munos; Mohammad Ghavamzadeh; Hilbert J. Kappen

international conference on machine learning | 2017

Minimax Regret Bounds for Reinforcement Learning

Mohammad Gheshlaghi Azar; Ian Osband; Rémi Munos

Machine Learning | 2013

Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model

Mohammad Gheshlaghi Azar; Rémi Munos; Hilbert J. Kappen

arXiv: Learning | 2018

Observe and Look Further: Achieving Consistent Performance on Atari.

Tobias Pohlen; Todd Hester; Mohammad Gheshlaghi Azar; Dan Horgan; David Budden; Gabriel Barth-Maron; Hado van Hasselt; John Quan; Mel Večerík; Matteo Hessel; Rémi Munos; Olivier Pietquin

CCIA | 2016

Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input.

Vicenç Gómez; Mohammad Gheshlaghi Azar; Hilbert J. Kappen

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Collaboration

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Rémi Munos

Google

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Hilbert J. Kappen

Radboud University Nijmegen

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Mohammad Ghavamzadeh

Adobe Systems

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Vicenç Gómez

Radboud University Nijmegen

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Bert Kappen

Radboud University Nijmegen

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Audrunas Gruslys

Google

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Dan Horgan

Google

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David Budden

Google

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Gabriel Barth-Maron

Google

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Hado van Hasselt

Google

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