Georg Ostrovski
TitleCited byYear
Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
Nature 518 (7540), 529, 2015
61012015
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471, 2016
5912016
Unifying count-based exploration and intrinsic motivation
M Bellemare, S Srinivasan, G Ostrovski, T Schaul, D Saxton, R Munos
Advances in Neural Information Processing Systems, 1471-1479, 2016
3342016
Rainbow: Combining improvements in deep reinforcement learning
M Hessel, J Modayil, H Van Hasselt, T Schaul, G Ostrovski, W Dabney, ...
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2312018
Count-based exploration with neural density models
G Ostrovski, MG Bellemare, A van den Oord, R Munos
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1172017
Increasing the action gap: New operators for reinforcement learning
MG Bellemare, G Ostrovski, A Guez, PS Thomas, R Munos
Thirtieth AAAI Conference on Artificial Intelligence, 2016
542016
Implicit quantile networks for distributional reinforcement learning
W Dabney, G Ostrovski, D Silver, R Munos
arXiv preprint arXiv:1806.06923, 2018
262018
Recurrent experience replay in distributed reinforcement learning
S Kapturowski, G Ostrovski, J Quan, R Munos, W Dabney
112018
Symmetric decomposition of asymmetric games
K Tuyls, J Pérolat, M Lanctot, G Ostrovski, R Savani, JZ Leibo, T Ord, ...
Scientific reports 8 (1), 1015, 2018
102018
Autoregressive quantile networks for generative modeling
G Ostrovski, W Dabney, R Munos
arXiv preprint arXiv:1806.05575, 2018
92018
Piecewise linear Hamiltonian flows associated to zero-sum games: transition combinatorics and questions on ergodicity
G Ostrovski, S van Strien
Regular and Chaotic Dynamics 16 (1-2), 128-153, 2011
82011
Payoff performance of fictitious play
G Ostrovski, S van Strien
Journal of Dynamics and Games 1 (4), 621-638, 2014
52014
Payoff performance of fictitious play
G Ostrovski, S van Strien
arXiv preprint arXiv:1308.4049, 2013
52013
Dynamics of a continuous piecewise affine map of the square
G Ostrovski
Physica D: Nonlinear Phenomena 271, 1-9, 2014
12014
Fixed point theorem for non-self maps of regions in the plane
G Ostrovski
Topology and its Applications 160 (7), 915-923, 2013
12013
Topics arising from fictitious play dynamics
G Ostrovski
University of Warwick, 2013
12013
Unifying Count-Based Exploration and Intrinsic Motivation Paper and Supplemental
MG Bellemare, S Srinivasan, G Ostrovski, T Schaul, D Saxton, R Munos
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Articles 1–17