Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Learning more skills through optimistic exploration



DJ Strouse , Kate Baumli , David Warde-Farley , Vlad Mnih , Steven Hansen

* Steven Hansen and DJ Strouse contributed equally to this work 

   Access Paper or Ask Questions

Relative Variational Intrinsic Control



Kate Baumli , David Warde-Farley , Steven Hansen , Volodymyr Mnih

* Accepted by AAAI2021 

   Access Paper or Ask Questions

Q-Learning in enormous action spaces via amortized approximate maximization



Tom Van de Wiele , David Warde-Farley , Andriy Mnih , Volodymyr Mnih

* A previous version of this work appeared at the Deep Reinforcement Learning Workshop, NeurIPS 2018 

   Access Paper or Ask Questions

Fast Task Inference with Variational Intrinsic Successor Features



Steven Hansen , Will Dabney , Andre Barreto , Tom Van de Wiele , David Warde-Farley , Volodymyr Mnih


   Access Paper or Ask Questions

Unsupervised Control Through Non-Parametric Discriminative Rewards



David Warde-Farley , Tom Van de Wiele , Tejas Kulkarni , Catalin Ionescu , Steven Hansen , Volodymyr Mnih

* 10 pages + references & 5 page appendix 

   Access Paper or Ask Questions

Variational Approaches for Auto-Encoding Generative Adversarial Networks



Mihaela Rosca , Balaji Lakshminarayanan , David Warde-Farley , Shakir Mohamed


   Access Paper or Ask Questions

Brain Tumor Segmentation with Deep Neural Networks



Mohammad Havaei , Axel Davy , David Warde-Farley , Antoine Biard , Aaron Courville , Yoshua Bengio , Chris Pal , Pierre-Marc Jodoin , Hugo Larochelle


   Access Paper or Ask Questions

Theano: A Python framework for fast computation of mathematical expressions



The Theano Development Team , Rami Al-Rfou , Guillaume Alain , Amjad Almahairi , Christof Angermueller , Dzmitry Bahdanau , Nicolas Ballas , Frédéric Bastien , Justin Bayer , Anatoly Belikov , Alexander Belopolsky , Yoshua Bengio , Arnaud Bergeron , James Bergstra , Valentin Bisson , Josh Bleecher Snyder , Nicolas Bouchard , Nicolas Boulanger-Lewandowski , Xavier Bouthillier , Alexandre de Brébisson , Olivier Breuleux , Pierre-Luc Carrier , Kyunghyun Cho , Jan Chorowski , Paul Christiano , Tim Cooijmans , Marc-Alexandre Côté , Myriam Côté , Aaron Courville , Yann N. Dauphin , Olivier Delalleau , Julien Demouth , Guillaume Desjardins , Sander Dieleman , Laurent Dinh , Mélanie Ducoffe , Vincent Dumoulin , Samira Ebrahimi Kahou , Dumitru Erhan , Ziye Fan , Orhan Firat , Mathieu Germain , Xavier Glorot , Ian Goodfellow , Matt Graham , Caglar Gulcehre , Philippe Hamel , Iban Harlouchet , Jean-Philippe Heng , Balázs Hidasi , Sina Honari , Arjun Jain , Sébastien Jean , Kai Jia , Mikhail Korobov , Vivek Kulkarni , Alex Lamb , Pascal Lamblin , Eric Larsen , César Laurent , Sean Lee , Simon Lefrancois , Simon Lemieux , Nicholas Léonard , Zhouhan Lin , Jesse A. Livezey , Cory Lorenz , Jeremiah Lowin , Qianli Ma , Pierre-Antoine Manzagol , Olivier Mastropietro , Robert T. McGibbon , Roland Memisevic , Bart van Merriënboer , Vincent Michalski , Mehdi Mirza , Alberto Orlandi , Christopher Pal , Razvan Pascanu , Mohammad Pezeshki , Colin Raffel , Daniel Renshaw , Matthew Rocklin , Adriana Romero , Markus Roth , Peter Sadowski , John Salvatier , François Savard , Jan Schlüter , John Schulman , Gabriel Schwartz , Iulian Vlad Serban , Dmitriy Serdyuk , Samira Shabanian , Étienne Simon , Sigurd Spieckermann , S. Ramana Subramanyam , Jakub Sygnowski , Jérémie Tanguay , Gijs van Tulder , Joseph Turian , Sebastian Urban , Pascal Vincent , Francesco Visin , Harm de Vries , David Warde-Farley , Dustin J. Webb , Matthew Willson , Kelvin Xu , Lijun Xue , Li Yao , Saizheng Zhang , Ying Zhang

* 19 pages, 5 figures 

   Access Paper or Ask Questions

Blocks and Fuel: Frameworks for deep learning



Bart van Merriënboer , Dzmitry Bahdanau , Vincent Dumoulin , Dmitriy Serdyuk , David Warde-Farley , Jan Chorowski , Yoshua Bengio


   Access Paper or Ask Questions

Self-informed neural network structure learning



David Warde-Farley , Andrew Rabinovich , Dragomir Anguelov

* Updated with accepted workshop contribution header 

   Access Paper or Ask Questions

1
2
>>