Hoffman Matt,Shahriari Bobak, Aslanides John, Barth-Maron Gabriel, Behbahani Feryal, Norman Tamara, Abdolmaleki Abbas, Cassirer Albin,Yang Fan, Baumli Kate, Henderson Sarah,Novikov Alex

Bibtex

Never Give Up: Learning Directed Exploration Strategies

Adrià Puigdomènech Badia,Pablo Sprechmann, Alex Vitvitskyi,Daniel Guo,Bilal Piot,Steven Kapturowski, Olivier Tieleman,Martin Arjovsky, Alexander Pritzel, Andrew Bolt,Charles Blundell

ICLR, (2020)

EIBibtex

Observational Learning by Reinforcement Learning

Diana Borsa,Nicolas Heess,Bilal Piot, Siqi Liu, Leonard Hasenclever,Remi Munos,Olivier Pietquin

AAMAS '19: PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYST..., pp.1117-1124, (2019)

Bibtex

Hindsight Credit Assignment

Anna Harutyunyan,Will Dabney, Thomas Mesnard,Mohammad Gheshlaghi Azar,Bilal Piot,Nicolas Heess,Hado P. van Hasselt, Gregory Wayne, Satinder Singh,Doina Precup,Remi Munos

NeurIPS, pp.12467-12476, (2019)

Cited by5EIBibtex

Hindsight Credit Assignment

Anna Harutyunyan,Will Dabney, Thomas Mesnard,Nicolas Heess, Mohammad G. Azar,Bilal Piot,Hado van Hasselt,Satinder Singh,Greg Wayne,Doina Precup,Remi Munos

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)

Bibtex

Neural Predictive Belief Representations

Guo Zhaohan Daniel,Azar Mohammad Gheshlaghi,Piot Bilal,Pires Bernardo A.,Munos Rémi

Bibtex

World Discovery Models

Azar Mohammad Gheshlaghi,Piot Bilal,Pires Bernardo Avila, Grill Jean-Bastian, Altché Florent,Munos Rémi

Bibtex

Rainbow: Combining Improvements in Deep Reinforcement Learning

Matteo Hessel,Joseph Modayil,Hado van Hasselt,Tom Schaul,Georg Ostrovski,Will Dabney, Daniel Horgan,Bilal Piot, Mohammad Gheshlaghi Azar,David Silver

national conference on artificial intelligence, (2018)

Cited by563EIBibtex

Neural Predictive Belief Representations

Zhaohan Daniel Guo,Mohammad Gheshlaghi Azar,Bilal Piot,Bernardo A. Pires, Toby Pohlen,Rémi Munos

arXiv: Learning, (2018)

Cited by17EIBibtex

Noisy Networks for Exploration

Meire Fortunato,Mohammad Gheshlaghi Azar,Bilal Piot, Jacob Menick,Ian Osband,Alex Graves, Vlad Mnih,Rémi Munos,Demis Hassabis,Olivier Pietquin,Charles Blundell,Shane Legg

international conference on learning representations, (2018)

Cited by339EIBibtex

Playing the Game of Universal Adversarial Perturbations

Julien Pérolat,Mateusz Malinowski,Bilal Piot,Olivier Pietquin

arXiv: Learning, (2018)

Cited by12EIBibtex

Observe and Look Further: Achieving Consistent Performance on Atari

Tobias Pohlen,Bilal Piot,Todd Hester,Mohammad Gheshlaghi Azar, Dan Horgan,David Budden, Gabriel Barth-Maron,Hado van Hasselt, John Quan, Mel Vecerík,Matteo Hessel,Rémi Munos

arXiv: Learning, (2018)

Cited by66EIBibtex

Actor-Critic Fictitious Play in Simultaneous Move Multistage Games

Julien Pérolat,Bilal Piot,Olivier Pietquin

AISTATS, pp.919-928, (2018)

Cited by21EIBibtex

Deep Q-learning From Demonstrations

Todd Hester, Matej Vecerik,Olivier Pietquin,Marc Lanctot,Tom Schaul,Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris,Ian Osband,Gabriel Dulac-Arnold, John Agapiou

AAAI, pp.3223-3230, (2018)

Cited by282EIBibtex

Is the Bellman residual a bad proxy

Matthieu Geist,Bilal Piot,Olivier Pietquin

neural information processing systems, pp.3208-3217, (2017)

Cited by10EIBibtex

View All

Base Info Papers Patents Projects