Thomas Degris

Deterministic policy gradient algorithms

David Silver, Guy Lever, Nicolas Heess et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2014 · 1.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

Andrea Banino, Caswell Barry, Benigno Uría et al. · Nature · 2018 · 732 citations

Computing, Autonomous Systems, Computer Science +12

Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction

Richard S. Sutton, Joseph Modayil, Michael Delp et al. · 2011 · 305 citations

Computing, Autonomous Systems, Computer Science +14

Deep Reinforcement Learning in Large Discrete Action Spaces

Gabriel Dulac-Arnold, Hado van Hasselt, Peter Sunehag et al. · arXiv (Cornell University) · 2015 · 267 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Model-Free reinforcement learning with continuous action in practice

Thomas Degris, Patrick M. Pilarski, Richard S. Sutton · 2012 · 234 citations · Full text

Computing, Computer Science, Robotics Engineering +16