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Publication search results
found 20 matches
- 2024
- Michal Nauman, Michal Bortkiewicz, Piotr Milos, Tomasz Trzcinski, Mateusz Ostaszewski, Marek Cygan:
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning. ICML 2024 - Maciej Wolczyk, Bartlomiej Cupial, Mateusz Ostaszewski, Michal Bortkiewicz, Michal Zajac, Razvan Pascanu, Lukasz Kucinski, Piotr Milos:
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem. ICML 2024 - Maciej Wolczyk, Bartlomiej Cupial, Mateusz Ostaszewski, Michal Bortkiewicz, Michal Zajac, Razvan Pascanu, Lukasz Kucinski, Piotr Milos:
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem. CoRR abs/2402.02868 (2024) - Michal Nauman, Michal Bortkiewicz, Mateusz Ostaszewski, Piotr Milos, Tomasz Trzcinski, Marek Cygan:
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning. CoRR abs/2403.00514 (2024) - Michal Nauman, Mateusz Ostaszewski, Krzysztof Jankowski, Piotr Milos, Marek Cygan:
Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control. CoRR abs/2405.16158 (2024) - 2023
- Piotr Gawron, David Hoksza, Janet Piñero, María Peña-Chilet, Marina Esteban-Medina, Jose Luis Fernandez-Rueda, Vincenza Colonna, Ewa Smula, Laurent Heirendt, François Ancien, Valentin Grouès, Venkata P. Satagopam, Reinhard Schneider, Joaquín Dopazo, Laura I. Furlong, Marek Ostaszewski:
Visualization of automatically combined disease maps and pathway diagrams for rare diseases. Frontiers Bioinform. 3 (2023) - Alexander Mazein, Marcio Luis Acencio, Irina Balaur, Adrien Rougny, Danielle Welter, Anna Niarakis, Diana Ramirez Ardila, Ugur Dogrusoz, Piotr Gawron, Venkata P. Satagopam, Wei Gu, Andreas Kremer, Reinhard Schneider, Marek Ostaszewski:
A guide for developing comprehensive systems biology maps of disease mechanisms: planning, construction and maintenance. Frontiers Bioinform. 3 (2023) - Samuel Kessler, Mateusz Ostaszewski, Michal Pawel Bortkiewicz, Mateusz Zarski, Maciej Wolczyk, Jack Parker-Holder, Stephen J. Roberts, Piotr Milos:
The Effectiveness of World Models for Continual Reinforcement Learning. CoLLAs 2023: 184-204 - Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Milos, Tomasz Trzcinski:
The Tunnel Effect: Building Data Representations in Deep Neural Networks. NeurIPS 2023 - Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Milos, Tomasz Trzcinski:
The Tunnel Effect: Building Data Representations in Deep Neural Networks. CoRR abs/2305.19753 (2023) - 2021
- David Hoksza, Piotr Gawron, Marek Ostaszewski, Jan Hasenauer, Reinhard Schneider:
Closing the gap between formats for storing layout information in systems biology. Briefings Bioinform. 22(1): 608 (2021) - 2020
- David Hoksza, Piotr Gawron, Marek Ostaszewski, Jan Hasenauer, Reinhard Schneider:
Closing the gap between formats for storing layout information in systems biology. Briefings Bioinform. 21(4): 1249-1260 (2020) - Vidisha Singh, George D. Kalliolias, Marek Ostaszewski, Maëva Veyssiere, Eleftherios Pilalis, Piotr Gawron, Alexander Mazein, Eric Bonnet, Elisabeth Petit-Teixeira, Anna Niarakis:
RA-map: building a state-of-the-art interactive knowledge base for rheumatoid arthritis. Database J. Biol. Databases Curation 2020 (2020) - Pawel Góra, Christos Katrakazas, Arkadiusz Drabicki, Faqhrul Islam, Piotr Ostaszewski:
Microscopic traffic simulation models for connected and automated vehicles (CAVs) - state-of-the-art. ANT/EDI40 2020: 474-481 - 2019
- Marek Ostaszewski, Stephan Gebel, Inna Kuperstein, Alexander Mazein, Andrei Yu. Zinovyev, Ugur Dogrusoz, Jan Hasenauer, Ronan M. T. Fleming, Nicolas Le Novère, Piotr Gawron, Thomas S. Ligon, Anna Niarakis, David P. Nickerson, Daniel Weindl, Rudi Balling, Emmanuel Barillot, Charles Auffray, Reinhard Schneider:
Community-driven roadmap for integrated disease maps. Briefings Bioinform. 20(2): 659-670 (2019) - David Hoksza, Piotr Gawron, Marek Ostaszewski, Ewa Smula, Reinhard Schneider:
MINERVA API and plugins: opening molecular network analysis and visualization to the community. Bioinform. 35(21): 4496-4498 (2019) - 2018
- David Hoksza, Piotr Gawron, Marek Ostaszewski, Reinhard Schneider:
MolArt: a molecular structure annotation and visualization tool. Bioinform. 34(23): 4127-4128 (2018) - Andrzej Koszewnik, Michal Ostaszewski, Ewa Pawluszewicz, Piotr Radgowski:
Performance Assessment of the Tilt Fractional Order Integral Derivative Regulator for Control Flow Rate in Festo MPS® PA Compact Workstation. MMAR 2018: 556-561 - 2016
- Venkata P. Satagopam, Wei Gu, Serge Eifes, Piotr Gawron, Marek Ostaszewski, Stephan Gebel, Adriano Barbosa-Silva, Rudi Balling, Reinhard Schneider:
Integration and Visualization of Translational Medicine Data for Better Understanding of Human Diseases. Big Data 4(2): 97-108 (2016) - 2015
- Mateusz Ostaszewski, Przemyslaw Sadowski, Piotr Gawron:
Quantum image classification using principal component analysis. CoRR abs/1504.00580 (2015)
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