Piotr Kozakowski

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Relational Domains

State And Action Spaces

Top Venues

J. Open Source Softw.

Publications

Lukasz Kucinski, Witold Drzewakowski, Mateusz Olko, Piotr Kozakowski, Lukasz Maziarka, Marta Emilia Nowakowska, Lukasz Kaiser, Piotr Milos
tsGT: Stochastic Time Series Modeling With Transformer. CoRR (2024)
Mikolaj Sacha, Michal Sadowski, Piotr Kozakowski, Ruard van Workum, Stanislaw Jastrzebski
Molecule-Edit Templates for Efficient and Accurate Retrosynthesis Prediction. CoRR (2023)
Piotr Kozakowski, Mikolaj Pacek, Piotr Milos
Planning and Learning using Adaptive Entropy Tree Search. IJCNN (2022)
Piotr Kozakowski, Lukasz Kaiser, Henryk Michalewski, Afroz Mohiuddin, Katarzyna Kanska
Q-Value Weighted Regression: Reinforcement Learning with Limited Data. IJCNN (2022)
Konrad Czechowski, Piotr Januszewski, Piotr Kozakowski, Lukasz Kucinski, Piotr Milos
Structure and Randomness in Planning and Reinforcement Learning. IJCNN (2021)
Piotr Kozakowski, Lukasz Kaiser, Henryk Michalewski, Afroz Mohiuddin, Katarzyna Kanska
Q-Value Weighted Regression: Reinforcement Learning with Limited Data. CoRR (2021)
Piotr Kozakowski, Mikolaj Pacek, Piotr Milos
Robust and Efficient Planning using Adaptive Entropy Tree Search. CoRR (2021)
Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H. Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Afroz Mohiuddin, Ryan Sepassi, George Tucker, Henryk Michalewski
Model Based Reinforcement Learning for Atari. ICLR (2020)
Bryan M. Li, Alexander Imani Cowen-Rivers, Piotr Kozakowski, David Tao, Siddhartha Kamalakara, Nitarshan Rajkumar, Hariharan Sezhiyan, Sicong Huang, Aidan N. Gomez
RL: Generic reinforcement learning codebase in TensorFlow. J. Open Source Softw. 4 (42) (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
Model-Based Reinforcement Learning for Atari. CoRR (2019)
Piotr Milos, Lukasz Kucinski, Konrad Czechowski, Piotr Kozakowski, Maciej Klimek
Uncertainty-sensitive Learning and Planning with Ensembles. CoRR (2019)