Using a Robotic Arm to Assess the Variability of Motion Sensors. - Lukas Gorzelniak; André Dias; Hubert Soyer; Alois C. Knoll; Alexander Horsch (MIE, 2011)

Japanese to English Machine Translation using Preordering and Compositional Distributed Semantics. - Sho Hoshino; Hubert Soyer; Yusuke Miyao; Akiko Aizawa (WAT, 2014)

Image Super-Resolution with Fast Approximate Convolutional Sparse Coding. - Christian Osendorfer; Hubert Soyer; Patrick van der Smagt (ICONIP (3), 2014)

CroVeWA: Crosslingual Vector-Based Writing Assistance. - Hubert Soyer; Goran Topic; Pontus Stenetorp; Akiko Aizawa (HLT-NAACL, 2015)

Leveraging Monolingual Data for Crosslingual Compositional Word Representations. - Hubert Soyer; Pontus Stenetorp; Akiko Aizawa (ICLR (Poster), 2015)

Progressive Neural Networks. - Andrei A. Rusu; Neil C. Rabinowitz; Guillaume Desjardins; Hubert Soyer; James Kirkpatrick; Koray Kavukcuoglu; Razvan Pascanu; Raia Hadsell (CoRR, 2016)

Learning to reinforcement learn. - Jane Wang 001; Zeb Kurth-Nelson; Hubert Soyer; Joel Z. Leibo; Dhruva Tirumala; Rémi Munos; Charles Blundell; Dharshan Kumaran; Matt M. Botvinick (CogSci, 2017)

Learning to Navigate in Complex Environments. - Piotr Mirowski; Razvan Pascanu; Fabio Viola; Hubert Soyer; Andy Ballard; Andrea Banino; Misha Denil; Ross Goroshin; Laurent Sifre; Koray Kavukcuoglu; Dharshan Kumaran; Raia Hadsell (ICLR (Poster), 2017)

Grounded Language Learning in a Simulated 3D World. - Karl Moritz Hermann; Felix Hill; Simon Green; Fumin Wang; Ryan Faulkner 001; Hubert Soyer; David Szepesvari; Wojciech Marian Czarnecki; Max Jaderberg; Denis Teplyashin; Marcus Wainwright; Chris Apps; et al. (CoRR, 2017)

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)

Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery. - Thomas S. Stepleton; Razvan Pascanu; Will Dabney; Siddhant M. Jayakumar; Hubert Soyer; Rémi Munos (CoRR, 2018)

Vector-based navigation using grid-like representations in artificial agents. - Andrea Banino; Caswell Barry; Benigno Uria; Charles Blundell; Timothy P. Lillicrap; Piotr Mirowski; Alexander Pritzel; Martin J. Chadwick; Thomas Degris; Joseph Modayil; Greg Wayne; Hubert Soyer; et al. (Nat., 2018)

Multi-Task Deep Reinforcement Learning with PopArt. - Matteo Hessel; Hubert Soyer; Lasse Espeholt; Wojciech Czarnecki 001; Simon Schmitt; Hado van Hasselt (AAAI, 2019)

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems. - Çaglar Gülçehre; Tom Le Paine; Bobak Shahriari; Misha Denil; Matt Hoffman 001; Hubert Soyer; Richard Tanburn; Steven Kapturowski; Neil C. Rabinowitz; Duncan Williams; Gabriel Barth-Maron; Ziyu Wang 001; et al. (ICLR, 2020)

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 002; Dhruva Tirumala; Nicolas Heess; Dan Belov; et al. (ICLR, 2020)

Hierarchical Reinforcement Learning in Complex 3D Environments. - Bernardo Ávila Pires; Feryal M. P. Behbahani; Hubert Soyer; Kyriacos Nikiforou; Thomas Keck; Satinder Singh 001 (CoRR, 2023)

Scaling Instructable Agents Across Many Simulated Worlds. - SIMA Team; Maria Abi Raad; Arun Ahuja; Catarina Barros; Frederic Besse; Andrew Bolt; Adrian Bolton; Bethanie Brownfield; Gavin Buttimore; Max Cant; Sarah Chakera; Stephanie C. Y. Chan; et al. (CoRR, 2024)

Can foundation models actively gather information in interactive environments to test hypotheses? - Nan Rosemary Ke; Danny P. Sawyer; Hubert Soyer; Martin Engelcke; David P. Reichert; Drew A. Hudson; John Reid; Alexander Lerchner; Danilo Jimenez Rezende; Timothy P. Lillicrap; Michael Mozer; Jane X. Wang (CoRR, 2024)