Steven Kapturowski
Steven Kapturowski
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Recurrent experience replay in distributed reinforcement learning
S Kapturowski, G Ostrovski, J Quan, R Munos, W Dabney
International conference on learning representations, 2018
1322018
Agent57: Outperforming the atari human benchmark
AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, ZD Guo, ...
International Conference on Machine Learning, 507-517, 2020
782020
Never give up: Learning directed exploration strategies
AP Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, S Kapturowski, ...
arXiv preprint arXiv:2002.06038, 2020
242020
Making efficient use of demonstrations to solve hard exploration problems
TL Paine, C Gulcehre, B Shahriari, M Denil, M Hoffman, H Soyer, ...
arXiv preprint arXiv:1909.01387, 2019
152019
Never give up: Learning directed exploration strategies
A Puigdomènech Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, ...
arXiv e-prints, arXiv: 2002.06038, 2020
62020
Agent57: Outperforming the Atari Human Benchmark
A Puigdomènech Badia, B Piot, S Kapturowski, P Sprechmann, ...
arXiv e-prints, arXiv: 2003.13350, 2020
32020
Value-driven hindsight modelling
A Guez, F Viola, T Weber, L Buesing, S Kapturowski, D Precup, D Silver, ...
arXiv preprint arXiv:2002.08329, 2020
22020
Temporal Difference Uncertainties as a Signal for Exploration
S Flennerhag, JX Wang, P Sprechmann, F Visin, A Galashov, ...
arXiv preprint arXiv:2010.02255, 2020
12020
Revisiting Peng's Q() for Modern Reinforcement Learning
T Kozuno, Y Tang, M Rowland, R Munos, S Kapturowski, W Dabney, ...
arXiv preprint arXiv:2103.00107, 2021
2021
Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning
V Campos, P Sprechmann, S Hansen, A Barreto, S Kapturowski, ...
arXiv preprint arXiv:2102.13515, 2021
2021
Jointly learning exploratory and non-exploratory action selection policies
AP Badia, P Sprechmann, A Vitvitskyi, Z Guo, B Piot, SJ Kapturowski, ...
US Patent App. 16/881,180, 2020
2020
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