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Picture for Piotr Kozakowski

Robust and Efficient Planning using Adaptive Entropy Tree Search


Feb 12, 2021
Piotr Kozakowski, Mikołaj Pacek, Piotr Miłoś


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Q-Value Weighted Regression: Reinforcement Learning with Limited Data


Feb 12, 2021
Piotr Kozakowski, Łukasz Kaiser, Henryk Michalewski, Afroz Mohiuddin, Katarzyna Kańska


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Uncertainty-sensitive Learning and Planning with Ensembles


Jan 01, 2020
Piotr Miłoś, Łukasz Kuciński, Konrad Czechowski, Piotr Kozakowski, Maciek Klimek


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Model-Based Reinforcement Learning for Atari


Mar 05, 2019
Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Ryan Sepassi, George Tucker, Henryk Michalewski


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