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ORCIDBibTeX records: Hubert Soyer
@article{DBLP:journals/corr/abs-2404-10179,
author = {SIMA Team and
Maria Abi Raad and
Arun Ahuja and
Catarina Barros and
Frederic Besse and
Andrew Bolt and
Adrian Bolton and
Bethanie Brownfield and
Gavin Buttimore and
Max Cant and
Sarah Chakera and
Stephanie C. Y. Chan and
Jeff Clune and
Adrian Collister and
Vikki Copeman and
Alex Cullum and
Ishita Dasgupta and
Dario de Cesare and
Julia Di Trapani and
Yani Donchev and
Emma Dunleavy and
Martin Engelcke and
Ryan Faulkner and
Frankie Garcia and
Charles Gbadamosi and
Zhitao Gong and
Lucy Gonzalez and
Kshitij Gupta and
Karol Gregor and
Arne Olav Hallingstad and
Tim Harley and
Sam Haves and
Felix Hill and
Ed Hirst and
Drew A. Hudson and
Jony Hudson and
Steph Hughes{-}Fitt and
Danilo J. Rezende and
Mimi Jasarevic and
Laura Kampis and
Nan Rosemary Ke and
Thomas Keck and
Junkyung Kim and
Oscar Knagg and
Kavya Kopparapu and
Andrew K. Lampinen and
Shane Legg and
Alexander Lerchner and
Marjorie Limont and
Yulan Liu and
Maria Loks{-}Thompson and
Joseph Marino and
Kathryn Martin Cussons and
Loic Matthey and
Siobhan Mcloughlin and
Piermaria Mendolicchio and
Hamza Merzic and
Anna Mitenkova and
Alexandre Moufarek and
Val{\'{e}}ria Oliveira and
Yanko Gitahy Oliveira and
Hannah Openshaw and
Renke Pan and
Aneesh Pappu and
Alex Platonov and
Ollie Purkiss and
David P. Reichert and
John Reid and
Pierre Harvey Richemond and
Tyson Roberts and
Giles Ruscoe and
Jaume Sanchez Elias and
Tasha Sandars and
Daniel P. Sawyer and
Tim Scholtes and
Guy Simmons and
Daniel Slater and
Hubert Soyer and
Heiko Strathmann and
Peter Stys and
Allison C. Tam and
Denis Teplyashin and
Tayfun Terzi and
Davide Vercelli and
Bojan Vujatovic and
Marcus Wainwright and
Jane X. Wang and
Zhengdong Wang and
Daan Wierstra and
Duncan Williams and
Nathaniel Wong and
Sarah York and
Nick Young},
title = {Scaling Instructable Agents Across Many Simulated Worlds},
journal = {CoRR},
volume = {abs/2404.10179},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.10179},
doi = {10.48550/ARXIV.2404.10179},
eprinttype = {arXiv},
eprint = {2404.10179},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-10179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14451,
author = {Bernardo {\'{A}}vila Pires and
Feryal M. P. Behbahani and
Hubert Soyer and
Kyriacos Nikiforou and
Thomas Keck and
Satinder Singh},
title = {Hierarchical Reinforcement Learning in Complex 3D Environments},
journal = {CoRR},
volume = {abs/2302.14451},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14451},
doi = {10.48550/ARXIV.2302.14451},
eprinttype = {arXiv},
eprint = {2302.14451},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GulcehrePSDHSTK20,
author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Tom Le Paine and
Bobak Shahriari and
Misha Denil and
Matt Hoffman and
Hubert Soyer and
Richard Tanburn and
Steven Kapturowski and
Neil C. Rabinowitz and
Duncan Williams and
Gabriel Barth{-}Maron and
Ziyu Wang and
Nando de Freitas and
Worlds Team},
title = {Making Efficient Use of Demonstrations to Solve Hard Exploration Problems},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SygKyeHKDH},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/GulcehrePSDHSTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongASCSRNALTHB20,
author = {H. Francis Song and
Abbas Abdolmaleki and
Jost Tobias Springenberg and
Aidan Clark and
Hubert Soyer and
Jack W. Rae and
Seb Noury and
Arun Ahuja and
Siqi Liu and
Dhruva Tirumala and
Nicolas Heess and
Dan Belov and
Martin A. Riedmiller and
Matthew M. Botvinick},
title = {{V-MPO:} On-Policy Maximum a Posteriori Policy Optimization for Discrete
and Continuous Control},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SylOlp4FvH},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SongASCSRNALTHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HesselSE0SH19,
author = {Matteo Hessel and
Hubert Soyer and
Lasse Espeholt and
Wojciech Czarnecki and
Simon Schmitt and
Hado van Hasselt},
title = {Multi-Task Deep Reinforcement Learning with PopArt},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3796--3803},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013796},
doi = {10.1609/AAAI.V33I01.33013796},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HesselSE0SH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01387,
author = {Tom Le Paine and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Bobak Shahriari and
Misha Denil and
Matt Hoffman and
Hubert Soyer and
Richard Tanburn and
Steven Kapturowski and
Neil C. Rabinowitz and
Duncan Williams and
Gabriel Barth{-}Maron and
Ziyu Wang and
Nando de Freitas and
Worlds Team},
title = {Making Efficient Use of Demonstrations to Solve Hard Exploration Problems},
journal = {CoRR},
volume = {abs/1909.01387},
year = {2019},
url = {http://arxiv.org/abs/1909.01387},
eprinttype = {arXiv},
eprint = {1909.01387},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12238,
author = {H. Francis Song and
Abbas Abdolmaleki and
Jost Tobias Springenberg and
Aidan Clark and
Hubert Soyer and
Jack W. Rae and
Seb Noury and
Arun Ahuja and
Siqi Liu and
Dhruva Tirumala and
Nicolas Heess and
Dan Belov and
Martin A. Riedmiller and
Matthew M. Botvinick},
title = {{V-MPO:} On-Policy Maximum a Posteriori Policy Optimization for Discrete
and Continuous Control},
journal = {CoRR},
volume = {abs/1909.12238},
year = {2019},
url = {http://arxiv.org/abs/1909.12238},
eprinttype = {arXiv},
eprint = {1909.12238},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/BaninoBUBLMPCDM18,
author = {Andrea Banino and
Caswell Barry and
Benigno Uria and
Charles Blundell and
Timothy P. Lillicrap and
Piotr Mirowski and
Alexander Pritzel and
Martin J. Chadwick and
Thomas Degris and
Joseph Modayil and
Greg Wayne and
Hubert Soyer and
Fabio Viola and
Brian Zhang and
Ross Goroshin and
Neil C. Rabinowitz and
Razvan Pascanu and
Charlie Beattie and
Stig Petersen and
Amir Sadik and
Stephen Gaffney and
Helen King and
Koray Kavukcuoglu and
Demis Hassabis and
Raia Hadsell and
Dharshan Kumaran},
title = {Vector-based navigation using grid-like representations in artificial
agents},
journal = {Nat.},
volume = {557},
number = {7705},
pages = {429--433},
year = {2018},
url = {https://doi.org/10.1038/s41586-018-0102-6},
doi = {10.1038/S41586-018-0102-6},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/BaninoBUBLMPCDM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EspeholtSMSMWDF18,
author = {Lasse Espeholt and
Hubert Soyer and
R{\'{e}}mi Munos and
Karen Simonyan and
Volodymyr Mnih and
Tom Ward and
Yotam Doron and
Vlad Firoiu and
Tim Harley and
Iain Dunning and
Shane Legg and
Koray Kavukcuoglu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {{IMPALA:} Scalable Distributed Deep-RL with Importance Weighted Actor-Learner
Architectures},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1406--1415},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/espeholt18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/EspeholtSMSMWDF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01561,
author = {Lasse Espeholt and
Hubert Soyer and
R{\'{e}}mi Munos and
Karen Simonyan and
Volodymyr Mnih and
Tom Ward and
Yotam Doron and
Vlad Firoiu and
Tim Harley and
Iain Dunning and
Shane Legg and
Koray Kavukcuoglu},
title = {{IMPALA:} Scalable Distributed Deep-RL with Importance Weighted Actor-Learner
Architectures},
journal = {CoRR},
volume = {abs/1802.01561},
year = {2018},
url = {http://arxiv.org/abs/1802.01561},
eprinttype = {arXiv},
eprint = {1802.01561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04955,
author = {Thomas S. Stepleton and
Razvan Pascanu and
Will Dabney and
Siddhant M. Jayakumar and
Hubert Soyer and
R{\'{e}}mi Munos},
title = {Low-pass Recurrent Neural Networks - {A} memory architecture for longer-term
correlation discovery},
journal = {CoRR},
volume = {abs/1805.04955},
year = {2018},
url = {http://arxiv.org/abs/1805.04955},
eprinttype = {arXiv},
eprint = {1805.04955},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04474,
author = {Matteo Hessel and
Hubert Soyer and
Lasse Espeholt and
Wojciech Czarnecki and
Simon Schmitt and
Hado van Hasselt},
title = {Multi-task Deep Reinforcement Learning with PopArt},
journal = {CoRR},
volume = {abs/1809.04474},
year = {2018},
url = {http://arxiv.org/abs/1809.04474},
eprinttype = {arXiv},
eprint = {1809.04474},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/WangKSLTMBKB17,
author = {Jane Wang and
Zeb Kurth{-}Nelson and
Hubert Soyer and
Joel Z. Leibo and
Dhruva Tirumala and
R{\'{e}}mi Munos and
Charles Blundell and
Dharshan Kumaran and
Matt M. Botvinick},
editor = {Glenn Gunzelmann and
Andrew Howes and
Thora Tenbrink and
Eddy J. Davelaar},
title = {Learning to reinforcement learn},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society,
CogSci 2017, London, UK, 16-29 July 2017},
publisher = {cognitivesciencesociety.org},
year = {2017},
url = {https://mindmodeling.org/cogsci2017/papers/0252/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/WangKSLTMBKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MirowskiPVSBBDG17,
author = {Piotr Mirowski and
Razvan Pascanu and
Fabio Viola and
Hubert Soyer and
Andy Ballard and
Andrea Banino and
Misha Denil and
Ross Goroshin and
Laurent Sifre and
Koray Kavukcuoglu and
Dharshan Kumaran and
Raia Hadsell},
title = {Learning to Navigate in Complex Environments},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SJMGPrcle},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MirowskiPVSBBDG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HermannHGWFSSCJ17,
author = {Karl Moritz Hermann and
Felix Hill and
Simon Green and
Fumin Wang and
Ryan Faulkner and
Hubert Soyer and
David Szepesvari and
Wojciech Marian Czarnecki and
Max Jaderberg and
Denis Teplyashin and
Marcus Wainwright and
Chris Apps and
Demis Hassabis and
Phil Blunsom},
title = {Grounded Language Learning in a Simulated 3D World},
journal = {CoRR},
volume = {abs/1706.06551},
year = {2017},
url = {http://arxiv.org/abs/1706.06551},
eprinttype = {arXiv},
eprint = {1706.06551},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HermannHGWFSSCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RusuRDSKKPH16,
author = {Andrei A. Rusu and
Neil C. Rabinowitz and
Guillaume Desjardins and
Hubert Soyer and
James Kirkpatrick and
Koray Kavukcuoglu and
Razvan Pascanu and
Raia Hadsell},
title = {Progressive Neural Networks},
journal = {CoRR},
volume = {abs/1606.04671},
year = {2016},
url = {http://arxiv.org/abs/1606.04671},
eprinttype = {arXiv},
eprint = {1606.04671},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RusuRDSKKPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirowskiPVSBBDG16,
author = {Piotr Mirowski and
Razvan Pascanu and
Fabio Viola and
Hubert Soyer and
Andrew J. Ballard and
Andrea Banino and
Misha Denil and
Ross Goroshin and
Laurent Sifre and
Koray Kavukcuoglu and
Dharshan Kumaran and
Raia Hadsell},
title = {Learning to Navigate in Complex Environments},
journal = {CoRR},
volume = {abs/1611.03673},
year = {2016},
url = {http://arxiv.org/abs/1611.03673},
eprinttype = {arXiv},
eprint = {1611.03673},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirowskiPVSBBDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangKTSLMBKB16,
author = {Jane X. Wang and
Zeb Kurth{-}Nelson and
Dhruva Tirumala and
Hubert Soyer and
Joel Z. Leibo and
R{\'{e}}mi Munos and
Charles Blundell and
Dharshan Kumaran and
Matthew M. Botvinick},
title = {Learning to reinforcement learn},
journal = {CoRR},
volume = {abs/1611.05763},
year = {2016},
url = {http://arxiv.org/abs/1611.05763},
eprinttype = {arXiv},
eprint = {1611.05763},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangKTSLMBKB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SoyerTSA15,
author = {Hubert Soyer and
Goran Topic and
Pontus Stenetorp and
Akiko Aizawa},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {CroVeWA: Crosslingual Vector-Based Writing Assistance},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {91--95},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-3019},
doi = {10.3115/V1/N15-3019},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SoyerTSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SoyerSA14,
author = {Hubert Soyer and
Pontus Stenetorp and
Akiko Aizawa},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Leveraging Monolingual Data for Crosslingual Compositional Word Representations},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6334},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SoyerSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aclwat/HoshinoSMA14,
author = {Sho Hoshino and
Hubert Soyer and
Yusuke Miyao and
Akiko Aizawa},
editor = {Toshiaki Nakazawa and
Hideya Mino and
Isao Goto and
Sadao Kurohashi and
Eiichiro Sumita},
title = {Japanese to English Machine Translation using Preordering and Compositional
Distributed Semantics},
booktitle = {Proceedings of the 1st Workshop on Asian Translation, {WAT} 2014,
Tokyo, Japan, October 4, 2014},
pages = {55--63},
publisher = {Workshop on Asian Translation},
year = {2014},
url = {https://aclanthology.org/W14-7008/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aclwat/HoshinoSMA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/OsendorferSS14,
author = {Christian Osendorfer and
Hubert Soyer and
Patrick van der Smagt},
editor = {Chu Kiong Loo and
Keem Siah Yap and
Kok Wai Wong and
Andrew Teoh Beng Jin and
Kaizhu Huang},
title = {Image Super-Resolution with Fast Approximate Convolutional Sparse
Coding},
booktitle = {Neural Information Processing - 21st International Conference, {ICONIP}
2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8836},
pages = {250--257},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12643-2\_31},
doi = {10.1007/978-3-319-12643-2\_31},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/OsendorferSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/GorzelniakDSKH11,
author = {Lukas Gorzelniak and
Andr{\'{e}} Dias and
Hubert Soyer and
Alois C. Knoll and
Alexander Horsch},
editor = {Anne Moen and
Stig Kj{\ae}r Andersen and
Jos Aarts and
Petter Hurlen},
title = {Using a Robotic Arm to Assess the Variability of Motion Sensors},
booktitle = {User Centered Networked Health Care - Proceedings of {MIE} 2011 -
The XXIIIth International Congress of the European Federation for
Medical Informatics, Oslo, Norway, August 28-31, 2011},
series = {Studies in Health Technology and Informatics},
volume = {169},
pages = {897--901},
publisher = {{IOS} Press},
year = {2011},
url = {https://doi.org/10.3233/978-1-60750-806-9-897},
doi = {10.3233/978-1-60750-806-9-897},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mie/GorzelniakDSKH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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