About
Discord Stateoftheart AI
GitHub

Publications

Cited by

22205

Arthur Guez

Google DeepMind

Papers and Citations

1 - 50
Mastering the game of Go with deep neural networks and tree search
2016
Vedavyas Panneershelvam
Timothy P. Lillicrap
Marc Lanctot
+17
Cited by 10295
Deep reinforcement learning with double q-learning
2015
David Silver
Arthur Guez
Hado van Hasselt
Cited by 3406
Efficient Bayes-adaptive reinforcement learning using sample-based search
2012
Arthur Guez
David Silver
P Dayan
Cited by 132
Learning values across many orders of magnitude
2016
Arthur Guez
Hado P van Hasselt
Matteo Hessel
+3
Cited by 114
Increasing the action gap: New operators for reinforcement learning
2015
Rémi Munos
Philip Thomas
Arthur Guez
+2
Cited by 98
Adaptive Treatment of Epilepsy via Batch-mode Reinforcement Learning.
2008
Robert D Vincent
Massimo Avoli
Arthur Guez
+1
Cited by 82
Scalable and efficient Bayes-adaptive reinforcement learning based on Monte-Carlo tree search
2013
Arthur Guez
David Silver
P Dayan
Cited by 69
Treating epilepsy via adaptive neurostimulation: a reinforcement learning approach
2009
M Avoli
Joelle Pineau
Arthur Guez
+2
Cited by 52
Learning to search with MCTSnets
2018
Rémi Munos
Oriol Vinyals
Karen Simonyan
+5
Cited by 51
An investigation of model-free planning
2019
Arthur Guez
Sébastien Racanière
David Silver
+10
Cited by 38
Adaptive control of epileptiform excitability in an in vitro model of limbic seizures
2013
Gabriella Panuccio
Robert D Vincent
Arthur Guez
+2
Cited by 26
Bayes-Adaptive Simulation-based Search with Value Function Approximation.
2014
P Dayan
Nicolas Heess
Arthur Guez
+1
Cited by 21
Bayes-adaptive simulation-based search with value function approximation
2014
P Dayan
Nicolas Heess
David Silver
+1
Cited by 17
Multi-tasking SLAM
2010
Joelle Pineau
Arthur Guez
Cited by 17
On the role of planning in model-based deep reinforcement learning
2020
Arthur Guez
Abram (Abe) Friesen
Jessica B. Hamrick
+1
Cited by 8
Better optimism by Bayes: Adaptive planning with rich models
2014
P Dayan
David Silver
Arthur Guez
Cited by 8
Training reinforcement learning neural networks
2017
Arthur Guez
Hado van Hasselt
Cited by 5
Value-driven hindsight modelling
2020
Nicolas Heess
Arthur Guez
Theophane Weber
+5
Cited by 3
Physically embedded planning problems: New challenges for reinforcement learning
2020
Mehdi Mirza
Arthur Guez
Andrew Jaegle
+1
Cited by 2
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban
2020
Peter Karkus
Timothy P. Lillicrap
Arthur Guez
+2
Cited by 1
Adaptive planning in human search
2018
Moritz J.F. Krusche
Eric Schulz
Arthur Guez
+1
Cited by 1
Augmenting learning using symmetry in a biologically-inspired domain
2019
S Mishra
Arthur Guez
Abbas Abdolmaleki
+2
Cited by 1
Muesli: Combining Improvements in Policy Optimization
2021
Arthur Guez
Fabio Viola
Ivo Danihelka
+1
Cited by
Optimizing Treatment Strategies for Epilepsy Using Reinforcement Learning
RD Vincent
M CA
Joelle Pineau
+2
Cited by
Model-based Bayesian Reinforcement Learning with Adaptive State Aggregation
Doina Precup
Arthur Guez
Joelle Pineau
+1
Cited by