Publications

Łukasz Kuciński

2024

• Maciej Wołczyk, Bartłoiej Cupiał, Mateusz Ostaszewski, Michał Bortkiewicz, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024. See in PBN
• Maciej Mikuła, Szymon Tworkowski, Szymon Antoniak, Bartosz Piotrowski, Albert Q. Jiang, Jin Peng Zhou, Christian Szegedy, Łukasz Kuciński , Piotr Miłoś , Yuhuai Wu, Magnushammer: A Transformer-Based Approach to Premise Selection, The 12th International Conference on Learning Representations, Vienna, Austria, 7 May 2024 - 11 May 2024. See in PBN

2023

• Michał Zawalski , Michał Tyrolski, Konrad Czechowski, Tomasz Odrzygóźdź, Damian Stachura, Piotr Piękos, Yuhuai Wu, Łukasz Kuciński , Piotr Miłoś , Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search, International Conference on Learning Representations, Kigali, Rwanda, 1 May 2023 - 5 May 2023. See in PBN
• Maciej Wołczyk, Bartłoiej Cupiał, Łukasz Kuciński , Piotr Miłoś , Michał Zając, On The Role of Forgetting in Fine-Tuning Reinforcement Learning Models, International Conference on Learning Representations, Kigali, Rwanda, 1 May 2023 - 5 May 2023. See in PBN
• Łukasz Kuciński , Mateusz Olko , Michał Zając, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery, Neural Information Processing Systems, New Orlean, the United States of America, 10 December 2023 - 16 December 2023. See in PBN

2022

• Maciej Wołczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , Disentangling Transfer in Continual Reinforcement Learning, Thirty-sixth Conference on Neural Information Processing Systems, New Orleans, the United States of America, 28 November 2022 - 9 December 2022. See in PBN

2021

• Łukasz Kuciński , Tomasz Korbak, Paweł Kołodziej, Piotr Miłoś , Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication, 35th Conference on Neural Information Processing Systems, online, ZZ, 6 December 2021 - 14 December 2021. See in PBN
• Maciej Wołczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , Continual World : a robotic benchmark for continual reinforcement learning, 35th Conference on Neural Information Processing Systems, On-line, the United States of America, 6 December 2021 - 14 December 2021, [34] 2021, p. [1-14]. See in PBN
• Maciej Wołczyk, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , ContinualWorld: A Robotic Benchmark For Continual Reinforcement Learning, 35th Conference on Neural Information Processing Systems, online, ZZ, 6 December 2021 - 14 December 2021. See in PBN
• Tomasz Korbak, Julian Zubek, Łukasz Kuciński , Piotr Miłoś , Joanna Rączaszek-Leonardi, Interaction history as a source of compositionality in emergent communication, Interaction Studies, 22 (2) 2021, p. 212-243. See in PBN
• Łukasz Kuciński , Konrad Czechowski, Piotr Januszewski, Piotr Kozakowski, Piotr Miłoś, Structure and Randomness in Planning and Reinforcement Learning, IEEE International Joint Conference on Neural Networks, Virtual event, the United States of America, 18 July 2021 - 22 July 2021. See in PBN
• Łukasz Kuciński , Piotr Miłoś , Yuhuai Wu, KRZYSZTOF OLEJNIK, Michał Zawalski , Marek Zbysiński, Tomasz Odrzygóźdź, Konrad Czechowski, Subgoal Search For Complex Reasoning Tasks, 35th Conference on Neural Information Processing Systems, online, ZZ, 6 December 2021 - 14 December 2021. See in PBN
• Konrad Czechowski, Tomasz Odrzygóźdź, Michał Izworski, Marek Zbysiński, Łukasz Kuciński , Piotr Miłoś , Trust, but Verify: Alleviating Pessimistic Errors in Model-Based Exploration, International Joint Conference on Neural Networks, Shenzhen, China, 17 July 2021 - 21 July 2021. See in PBN

2017

• Lesław Gajek, Łukasz Kuciński , Complete discounted cash flow valuation, Insurance: Mathematics and Economics, 2017. See in PBN

2011

• Łukasz Kuciński , Optimal risk sharing as a cooperative game, Applicationes Mathematicae, 2011. See in PBN