Wolczyk, Maciej

14 publications

ICLR 2025 BALROG: Benchmarking Agentic LLM and VLM Reasoning on Games Davide Paglieri, Bartłomiej Cupiał, Samuel Coward, Ulyana Piterbarg, Maciej Wolczyk, Akbir Khan, Eduardo Pignatelli, Łukasz Kuciński, Lerrel Pinto, Rob Fergus, Jakob Nicolaus Foerster, Jack Parker-Holder, Tim Rocktäschel
NeurIPS 2025 FlySearch: Exploring How Vision-Language Models Explore Adam Pardyl, Dominik Matuszek, Mateusz Przebieracz, Marek Cygan, Bartosz Michał Zieliński, Maciej Wolczyk
AAAI 2025 On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) Tadeusz Dziarmaga, Tomasz Arczewski, Marcin Mazur, Maciej Wolczyk
ICLR 2024 Discovering Modular Solutions That Generalize Compositionally Simon Schug, Seijin Kobayashi, Yassir Akram, Maciej Wolczyk, Alexandra Maria Proca, Johannes von Oswald, Razvan Pascanu, Joao Sacramento, Angelika Steger
ICML 2024 Fine-Tuning Reinforcement Learning Models Is Secretly a Forgetting Mitigation Problem Maciej Wolczyk, Bartłomiej Cupiał, Mateusz Ostaszewski, Michał Bortkiewicz, Michał Zając, Razvan Pascanu, Łukasz Kuciński, Piotr Miłoś
NeurIPSW 2024 Seeing Through Their Eyes: Evaluating Visual Perspective Taking in Vision Language Models Gracjan Góral, Alicja Ziarko, Michal Nauman, Maciej Wolczyk
ICLRW 2023 On the Role of Forgetting in Fine-Tuning Reinforcement Learning Models Maciej Wolczyk, Bartłomiej Cupiał, Michał Zając, Razvan Pascanu, Łukasz Kuciński, Piotr Miłoś
CoLLAs 2023 The Effectiveness of World Models for Continual Reinforcement Learning Samuel Kessler, Mateusz Ostaszewski, MichałPaweł Bortkiewicz, Mateusz Żarski, Maciej Wolczyk, Jack Parker-Holder, Stephen J. Roberts, Piotr Miłoś
NeurIPS 2022 Disentangling Transfer in Continual Reinforcement Learning Maciej Wolczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński, Piotr Miłoś
ECML-PKDD 2022 On the Relationship Between Disentanglement and Multi-Task Learning Lukasz Maziarka, Aleksandra Nowak, Maciej Wolczyk, Andrzej Bedychaj
AAAI 2022 PluGeN: Multi-Label Conditional Generation from Pre-Trained Models Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja
AAAI 2021 Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) Maciej Wolczyk, Andrii Krutsylo
CoRL 2021 Urban Driver: Learning to Drive from Real-World Demonstrations Using Policy Gradients Oliver Scheel, Luca Bergamini, Maciej Wolczyk, Błażej Osiński, Peter Ondruska
ECML-PKDD 2020 Finding the Optimal Network Depth in Classification Tasks Bartosz Wójcik, Maciej Wolczyk, Klaudia Balazy, Jacek Tabor