Georg Ostrovski
Title
Cited by
Cited by
Year
Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
nature 518 (7540), 529-533, 2015
154472015
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471-476, 2016
12252016
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
10572018
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 29, 1471-1479, 2016
8002016
Count-based exploration with neural density models
G Ostrovski, MG Bellemare, A Oord, R Munos
International conference on machine learning, 2721-2730, 2017
3292017
Recurrent experience replay in distributed reinforcement learning
S Kapturowski, G Ostrovski, J Quan, R Munos, W Dabney
International conference on learning representations, 2018
1712018
Implicit quantile networks for distributional reinforcement learning
W Dabney, G Ostrovski, D Silver, R Munos
International conference on machine learning, 1096-1105, 2018
1712018
Increasing the action gap: New operators for reinforcement learning
MG Bellemare, G Ostrovski, A Guez, P Thomas, R Munos
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
1022016
Autoregressive quantile networks for generative modeling
G Ostrovski, W Dabney, R Munos
International Conference on Machine Learning, 3936-3945, 2018
502018
Symmetric decomposition of asymmetric games
K Tuyls, J Pérolat, M Lanctot, G Ostrovski, R Savani, JZ Leibo, T Ord, ...
Scientific reports 8 (1), 1-20, 2018
242018
G Bellemare
V Mnih, K Kavukcuoglu, D Silver, A Rusu, J Veness
M., Graves, A., Riedmiller, M., K Fidjeland, A., Ostrovski, G., Petersen, S …, 2015
142015
Payoff performance of fictitious play
G Ostrovski, S van Strien
Journal of Dynamics and Games 1 (4), 621-638, 2014
122014
Payoff performance of fictitious play
G Ostrovski, S van Strien
arXiv preprint arXiv:1308.4049, 2013
122013
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), 128-153, 2011
122011
Temporally-Extended {\epsilon}-Greedy Exploration
W Dabney, G Ostrovski, A Barreto
arXiv preprint arXiv:2006.01782, 2020
52020
Adapting behaviour for learning progress
T Schaul, D Borsa, D Ding, D Szepesvari, G Ostrovski, W Dabney, ...
arXiv preprint arXiv:1912.06910, 2019
52019
On The Effect of Auxiliary Tasks on Representation Dynamics
C Lyle, M Rowland, G Ostrovski, W Dabney
International Conference on Artificial Intelligence and Statistics, 1-9, 2021
22021
Topics arising from fictitious play dynamics
G Ostrovski
University of Warwick, 2013
22013
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
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Articles 1–20