Hubert Soyer

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Papers13 papers

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Making Efficient Use of Demonstrations to Solve Hard Exploration Problems

Caglar Gulcehre,Tom Le Paine,Bobak Shahriari,Misha Denil,Matt Hoffman,Hubert Soyer, Richard Tanburn,Steven Kapturowski,Neil Rabinowitz, Duncan Williams, Gabriel Barth-Maron,Ziyu Wang

ICLR, (2020)

Cited by1EIBibtex

V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control

H. Francis Song,Abbas Abdolmaleki,Jost Tobias Springenberg, Aidan Clark,Hubert Soyer, Jack W. Rae, Seb Noury,Arun Ahuja,Siqi Liu, Dhruva Tirumala,Nicolas Heess, Dan Belov

ICLR, (2020)

Cited by16EIBibtex

Multi-task Deep Reinforcement Learning with PopArt

Matteo Hessel,Hubert Soyer, Lasse Espeholt,Wojciech Czarnecki, Simon Schmitt,Hado van Hasselt

AAAI, (2019)

Cited by47EIBibtex

Prefrontal cortex as a meta-reinforcement learning system

Jane X Wang,Zeb Kurth-Nelson,Dharshan Kumaran, Dhruva Tirumala,Hubert Soyer,Joel Z Leibo,Demis Hassabis,Matthew Botvinick

Nature neuroscience, no. 6 (2018): 860-868

Cited by17WOSBibtex

Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery

Thomas Stepleton,Razvan Pascanu,Will Dabney, Siddhant M. Jayakumar,Hubert Soyer,Rémi Munos

arXiv: Learning, (2018)

Cited by2EIBibtex

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

Lasse Espeholt,Hubert Soyer,Rémi Munos,Karen Simonyan,Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu,Tim Harley,Iain Dunning,Shane Legg,Koray Kavukcuoglu

ICML, (2018): 1406-1415

Cited by432EIBibtex

Grounded Language Learning in a Simulated 3D World

Karl Moritz Hermann,Felix Hill, Simon Green, Fumin Wang, Ryan Faulkner,Hubert Soyer, David Szepesvari,Wojciech Marian Czarnecki,Max Jaderberg, Denis Teplyashin, Marcus Wainwright, Chris Apps

arXiv: Computation and Language, (2017)

Cited by81EIBibtex

Learning to Navigate in Complex Environments

Piotr Mirowski,Razvan Pascanu, Fabio Viola,Hubert Soyer, Andrew J. Ballard, Andrea Banino,Misha Denil,Ross Goroshin,Laurent Sifre,Koray Kavukcuoglu,Dharshan Kumaran,Raia Hadsell

ICLR, (2017)

Cited by368EIBibtex

Learning to reinforcement learn

Jane X. Wang,Zeb Kurth-Nelson, Dhruva Tirumala,Hubert Soyer,Joel Z. Leibo,Rémi Munos,Charles Blundell,Dharshan Kumaran,Matt Botvinick

CogSci, (2017)

Cited by353EIBibtex

Progressive Neural Networks

Andrei A. Rusu,Neil C. Rabinowitz,Guillaume Desjardins,Hubert Soyer,James Kirkpatrick,Koray Kavukcuoglu,Razvan Pascanu,Raia Hadsell

CoRR, (2016)

Cited by252EIBibtex

CroVeWA: Crosslingual Vector-Based Writing Assistance

Hubert Soyer,Goran Topic,Pontus Stenetorp,Akiko Aizawa

HLT-NAACL, (2015)

Cited by3EIBibtex

Leveraging Monolingual Data for Crosslingual Compositional Word Representations

Hubert Soyer,Pontus Stenetorp,Akiko Aizawa

international conference on learning representations, (2014)

Cited by21EIBibtex

Size (and Domain) Matters: Evaluating Semantic Word Space Representations for Biomedical Text

Pontus Stenetorp,Hubert Soyer,Sampo Pyysalo,Sophia Ananiadou,Takashi Chikayama

(2012)

Cited by22Bibtex

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