Publications

Piotr Miłoś

Number of publications: 42

2024

• Yu Zhao, Yuanbin Qu, Konrad Staniszewski, Szymon Tworkowski, Wei Liu, Piotr Miłoś , Yuxiang Wu, Pasquale Minervini, Analysing The Impact of Sequence Composition on Language Model Pre-Training, 62nd Annual Meeting of the Association for Computational Linguistics, Bangkok, Thailand, 11 August 2024 - 16 August 2024. See in PBN
• 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
• Michał Nauman, Michał Bortkiewicz, Piotr Miłoś , Tomasz Trzciński, Mateusz Ostaszewski, Marek Cygan , Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024. See in PBN

2023

• Michał Nauman, Mateusz Ostaszewski, Krzysztof Jankowski, Piotr Miłoś , Marek Cygan , Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control, The Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 10 December 2024 - 15 December 2024. See in PBN
• Michał Zając, Kamil Deja, Tomasz Trzciński, Piotr Miłoś , Exploring Continual Learning of Diffusion Models, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition , Vancouver, Canada, 17 June 2023 - 21 June 2023. See in PBN
• 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
• Szymon Tworkowski, Konrad Staniszewski, Mikołaj Pacek, Yuhuai Wu, Henryk Michalewski , Piotr Miłoś , Focused Transformer: Contrastive Training for Context Scaling, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, the United States of America, 10 December 2023 - 16 December 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
• Albert Q. Jiang, Alicja Ziarko, Bartosz Piotrowski, Wenda Li, Mateja Jamnik, Piotr Miłoś , Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Nowy Orlean, Luizjana, the United States of America, 10 December 2023 - 16 December 2023. See in PBN
• Wojciech Masarczyk, Mateusz Ostaszewski, Piotr Miłoś , Tomasz Trzciński, The Tunnel Effect: Building Data Representations in Deep Neural Networks, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, the United States of America, 10 December 2023 - 16 December 2023. See in PBN
• Mateusz Olko, Michał Zając, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Łukasz Kuciński, Piotr Miłoś , Trust Your 𝛁: Gradient-based Intervention Targeting for Causal Discovery, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, 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
• Michał Zawalski , Błażej Osiński, Henryk Michalewski , Piotr Miłoś , Off-Policy Correction For Multi-Agent Reinforcement Learning, 21st International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 11 May 2022 - 13 May 2022. See in PBN
• Piotr Kozakowski, Mikołaj Pacek, Piotr Miłoś , Planning and Learning using Adaptive Entropy Tree Search, IEEE International Joint Conference on Neural Networks [IJCNN], Padwa, Italy, 18 July 2022 - 23 July 2022. See in PBN
• Piotr Miłoś , The Surprising Effectiveness of Latent World Models for Continual Reinforcement Learning, 36th Conference on Neural Information Processing Systems, online, the United States of America, 28 November 2022 - 9 December 2022. See in PBN
• Albert Q. Jiang, Wenda Li, Szymon Tworkowski, Konrad Czechowski, Tomasz Odrzygóźdź, Piotr Miłoś , Yuhuai Wu, Mateja Jamnik, Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers, 36th Conference on Neural Information Processing Systems , Nowy Orlean , the United States of America, 28 November 2022 - 30 November 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
• Piotr Januszewski, Konrad Czechowski, Piotr Kozakowski, Łukasz Kuciński, Piotr Miłoś , Structure and Randomness in Planning and Reinforcement Learning, International Joint Conference on Neural Networks 2021, 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

2020

• Łukasz Kaiser, Mohammad Babaeizadeh, Piotr Miłoś , Błażej Osiński, Roy H, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Afroz Mohiuddin, Ryan Sepassi, George Tucker, Henryk Michalewski , Konrad Czechowski, Model Based Reinforcement Learning for Atari, Eighth International Conference on Learning Representations, Addis Ababa (Virtual), Ethiopia, 26 April 2020 - 1 May 2020. See in PBN
• Błażej Osiński, Adam Jakubowski, Paweł Zięcina, Piotr Miłoś , Christopher Galias, Silviu Homoceanu, Henryk Michalewski , Simulation-Based Reinforcement Learning for Real-World Autonomous Driving, IEEE International Conference on Robotics and Automation (ICRA 2020), Paris, France, 31 May 2020 - 31 August 2020. See in PBN

2019

• Piotr Miłoś , Batı Şengül, Existence of a phase transition of the interchange process on the Hamming graph, Electronic Journal of Probability, 24 (64) 2019, p. 1-21. See in PBN
• Bastien Mallein, Piotr Miłoś , Maximal displacement of a supercritical branching random walk in a time-inhomogeneous random environment, Stochastic Processes and their Applications, 129 (9) 2019, p. 3239-3260. See in PBN

2018

• Bastien Mallein, Piotr Miłoś , Brownian motion and Random Walk above Quenched Random Wall, Annales de l'institut Henri Poincare (B) Probability and Statistics, 54 (4) 2018, p. 1877-1916. See in PBN
• Sean Carroll, Jiale Chen, Zhibo Chen, Scott Delp, Jennifer Hicks, Zhewei Huang, Piotr Jarosik, Łukasz Kidziński, Sergey Kolesnikov, Sergey Levine, Zhihui Lin, Andrew Melnik, Henryk Michalewski , Piotr Miłoś , Sharada Mohanty, Carmichael Ong, Błażej Osiński, Mikhail Pavlov, Anton Pechenko, Sergey Plis, Helge Ritter, Marcel Salathé, Malte Schilling, Jun Shi, Adam Stelmaszczyk, Chun Yuan, Zhizheng Zhang, Zhuobin Zheng, Shuchang Zhou, Learning to Run Challenge Solutions: Adapting Reinforcement Learning Methods for Neuromusculoskeletal Environments, NIPS 2017 Competition Track, 2018, p. 121-153. See in PBN

2017

• Julien Berestycki, Eric Brunet, Simon Harris, Piotr Miłoś , Branching Brownian motion with absorption and the all-time minimum of branching Brownian motion with drift, Journal of Functional Analysis, 2017. See in PBN
• Henryk Michalewski , Maciej Klimek, Piotr Miłoś , Hierarchical Reinforcement Learning with Parameters, Proceedings of Machine Learning Research, 1st Annual Conference on Robot Learning, Mountain View, California, the United States of America, 12 November 2017 - 14 November 2017, 78 2017, p. 301-313. See in PBN

2015

• Radosław Adamczak , Piotr Miłoś , CLT for Ornstein-Uhlenbeck branching particle system, Electronic Journal of Probability, 2015. See in PBN
• Piotr Miłoś , Ron Peled, Delocalization of two-dimensional random surfaces with hard-core constraints, COMMUNICATIONS IN MATHEMATICAL PHYSICS, 2015. See in PBN

2013

• Loren Coquille, Piotr Miłoś , A note on the discrete Gaussian free field with disordered pinning on $Z^d$, $d\geq 2$, Stochastic Processes and their Applications, 2013. See in PBN
• Piotr Miłoś , Rafał Łochowski, On truncated variation, upward truncated variation and downward truncated variation for diffusions, Stochastic Processes and their Applications, 2013. See in PBN

2012

• Martyna Kobus, Piotr Miłoś , Inequality decomposition by population subgroups for ordinal data, Journal of Health Economics, 2012. See in PBN
• Piotr Miłoś , Occupation times of subcritical branching immigration systems with Markov motion, CLT and deviation principles, Infinite Dimensional Analysis, Quantum Probability and Related Topics, 2012. See in PBN

2009

• Piotr Miłoś , Occupation time fluctuation limits of infinite variance equilibrium branching systems, Infinite Dimensional Analysis, Quantum Probability and Related Topics, 2009. See in PBN
• Piotr Miłoś , Occupation times of subcritical branching immigration system with Markov motions, Stochastic Processes and their Applications, 2009. See in PBN

2008

• Piotr Miłoś , Occupation time fluctuations of Poisson and equilibrium branching systems in critical and large dimensions, Probability and Mathematical Statistics, 2008. See in PBN

2007

• Piotr Miłoś , Occupation time fluctuations of Poisson and equilibrium finite variance branching systems, Probability and Mathematical Statistics, 2007. See in PBN