Ostrovski, Georg

17 publications

JMLR 2024 An Analysis of Quantile Temporal-Difference Learning Mark Rowland, Rémi Munos, Mohammad Gheshlaghi Azar, Yunhao Tang, Georg Ostrovski, Anna Harutyunyan, Karl Tuyls, Marc G. Bellemare, Will Dabney

NeurIPS 2023 Deep Reinforcement Learning with Plasticity Injection Evgenii Nikishin, Junhyuk Oh, Georg Ostrovski, Clare Lyle, Razvan Pascanu, Will Dabney, Andre Barreto

ICLRW 2023 Deep Reinforcement Learning with Plasticity Injection Evgenii Nikishin, Junhyuk Oh, Georg Ostrovski, Clare Lyle, Razvan Pascanu, Will Dabney, Andre Barreto

ICML 2023 Quantile Credit Assignment Thomas Mesnard, Wenqi Chen, Alaa Saade, Yunhao Tang, Mark Rowland, Theophane Weber, Clare Lyle, Audrunas Gruslys, Michal Valko, Will Dabney, Georg Ostrovski, Eric Moulines, Remi Munos

TMLR 2022 An Empirical Study of Implicit Regularization in Deep Offline RL Caglar Gulcehre, Srivatsan Srinivasan, Jakub Sygnowski, Georg Ostrovski, Mehrdad Farajtabar, Matthew Hoffman, Razvan Pascanu, Arnaud Doucet

NeurIPS 2022 The Phenomenon of Policy Churn Tom Schaul, Andre Barreto, John Quan, Georg Ostrovski

ICLR 2022 When Should Agents Explore? Miruna Pislar, David Szepesvari, Georg Ostrovski, Diana L Borsa, Tom Schaul

AISTATS 2021 On the Effect of Auxiliary Tasks on Representation Dynamics Clare Lyle, Mark Rowland, Georg Ostrovski, Will Dabney

ICLR 2021 Temporally-Extended Ε-Greedy Exploration Will Dabney, Georg Ostrovski, Andre Barreto

NeurIPS 2021 The Difficulty of Passive Learning in Deep Reinforcement Learning Georg Ostrovski, Pablo Samuel Castro, Will Dabney

ICLR 2019 Recurrent Experience Replay in Distributed Reinforcement Learning Steven Kapturowski, Georg Ostrovski, John Quan, Remi Munos, Will Dabney

ICML 2018 Autoregressive Quantile Networks for Generative Modeling Georg Ostrovski, Will Dabney, Remi Munos

ICML 2018 Implicit Quantile Networks for Distributional Reinforcement Learning Will Dabney, Georg Ostrovski, David Silver, Remi Munos

AAAI 2018 Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Gheshlaghi Azar, David Silver

ICML 2017 Count-Based Exploration with Neural Density Models Georg Ostrovski, Marc G. Bellemare, Aäron Oord, Rémi Munos

AAAI 2016 Increasing the Action Gap: New Operators for Reinforcement Learning Marc G. Bellemare, Georg Ostrovski, Arthur Guez, Philip S. Thomas, Rémi Munos

NeurIPS 2016 Unifying Count-Based Exploration and Intrinsic Motivation Marc Bellemare, Sriram Srinivasan, Georg Ostrovski, Tom Schaul, David Saxton, Remi Munos