Mehdi Mirza

Research Scientist

DeepMind

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AUGUST 2015 - DECEMBER 2015
Internship
Google DeepMind, London

AUGUST 2014 - NOVEMBER 2014
Internship
Flickr, San Francisco

JANUARY 2011 - AUGUST 2011
Research internship
idiap Research Institute, Switzerland

JANUARY 2010 - DECEMBER 2010
Visiting student
Jim DiCarlo’s lab, MIT

Papers23 papers

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Generative adversarial networks

Ian Goodfellow,Jean Pouget-Abadie,Mehdi Mirza,Bing Xu,David Warde-Farley,Sherjil Ozair,Aaron Courville,Yoshua Bengio

Communications of the ACM, no. 11 (2020): 139-144

EIBibtex

Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban

Peter Karkus,Mehdi Mirza,Arthur Guez, Andrew Jaegle,Timothy Lillicrap,Lars Buesing,Nicolas Heess,Theophane Weber

Bibtex

Optimizing Agent Behavior over Long Time Scales by Transporting Value

Chia-Chun Hung,Timothy P. Lillicrap, Josh Abramson, Yan Wu,Mehdi Mirza, Federico Carnevale,Arun Ahuja,Greg Wayne

Nature communications, no. 1 (2019): 5223-12

Cited by4EIWOSBibtex

An investigation of model-free planning

Arthur Guez,Mehdi Mirza,Karol Gregor, Rishabh Kabra, Sébastien Racanière,Théophane Weber, David Raposo,Adam Santoro,Laurent Orseau, Tom Eccles,Greg Wayne,David Silver

International Conference on Machine Learning, (2019): 2464-2473

Cited by24EIBibtex

Probing Physics Knowledge Using Tools from Developmental Psychology

Luis Piloto,Ari Weinstein, Dhruva TB,Arun Ahuja,Mehdi Mirza,Greg Wayne, David Amos,Chia-Chun Hung, Matt M. Botvinick

arXiv: Artificial Intelligence, (2018)

Cited by2EIBibtex

Unsupervised Predictive Memory in a Goal-Directed Agent

Greg Wayne,Chia-Chun Hung, David Amos,Mehdi Mirza,Arun Ahuja,Agnieszka Grabska-Barwinska, Jack W. Rae,Piotr Mirowski,Joel Z. Leibo,Adam Santoro, Mevlana Gemici, Malcolm Reynolds

arXiv: Learning, (2018)

Cited by85EIBibtex

Generalizable Features From Unsupervised Learning

Mehdi Mirza,Aaron C. Courville,Yoshua Bengio

ICLR, (2017)

Cited by3EIBibtex

EmoNets: Multimodal deep learning approaches for emotion recognition in video

Samira Ebrahimi Kahou,Xavier Bouthillier,Pascal Lamblin,Çaglar Gülçehre,Vincent Michalski,Kishore Reddy Konda,Sébastien Jean,Pierre Froumenty,Yann Dauphin,Nicolas Boulanger-Lewandowski,Raul Chandias Ferrari,Mehdi Mirza

J. Multimodal User Interfaces, no. 2 (2016)

Cited by266EIBibtex

blocks: Version 0.1

Bart Van Merrienboer, Jose, Frederic Bastien,Alexandre De Brebisson, Gerben, Cesar Laurent, John Arevalo, Luke, Tejas Khot, Orhan Firat, Mohammad Pezeshki,Mehdi Mirza

(2015)

Bibtex

Challenges in representation learning