Hubert Soyer

Progressive Neural Networks

Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins et al. · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +19

Vector-based navigation using grid-like representations in artificial agents

Andrea Banino, Caswell Barry, Benigno Uría et al. · Nature · 2018 · 712 citations

Artificial Intelligence, Path Planning, Automatic Navigation +8

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

Lasse Espeholt, Hubert Soyer, Rémi Munos et al. · arXiv (Cornell University) · 2018 · 610 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Prefrontal cortex as a meta-reinforcement learning system

Jane X. Wang, Zeb Kurth‐Nelson, Dharshan Kumaran et al. · Nature Neuroscience · 2018 · 581 citations

Neuropsychology, Cognitive Science, Prefrontal Cortex +8

Learning to reinforcement learn

Jane X. Wang, Zeb Kurth‐Nelson, Dhruva Tirumala et al. · arXiv (Cornell University) · 2016 · 379 citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +14