Publications
============

Below you can find the list of publications that used the *entropy* cluster
for scientific computations. The list is not complete and it is still growing!

:[1]: Konrad Czechowski, Tomasz Odrzygóźdź, Marek Zbysiński, Michał Zawalski,
      Krzysztof Olejnik, Yuhuai Wu, Lukasz Kucinski, Piotr Miłoś.
      **"Subgoal Search For Complex Reasoning Tasks"**. In: NeurIPS 2021.

      https://proceedings.neurips.cc/paper/2021/hash/05d8cccb5f47e5072f0a05b5f514941a-Abstract.html

:[2]: Maciej Wołczyk, Michał Zając, Razvan Pascanu, Lukasz Kucinski, Piotr Miłoś.
      **"Continual World: A Robotic Benchmark For Continual Reinforcement Learning"**.
      In: NeurIPS 2021.

      | https://papers.nips.cc/paper/2021/hash/ef8446f35513a8d6aa2308357a268a7e-Abstract.html
      | https://arxiv.org/pdf/2105.10919v2.pdf

:[3]: Michał Zawalski, Błażej Osiński, Henryk Michalewski, Piotr Miłoś.
      **"Off-Policy Correction For Multi-Agent Reinforcement Learning"**. In: AAMAS 2022.
      
      https://doi.org/10.48550/arXiv.2111.11229

:[4]: Konrad Czechowski, Tomasz Odrzygóźdź, Michał Izworski, Marek Zbysiński, Łukasz Kuciński, Piotr Miłoś.
      **"Trust, but verify: model-based exploration in sparse reward environments"**. In: IJCNN 2021.

      | https://openreview.net/pdf?id=DE0MSwKv32y
      | https://www.ijcnn.org/

:[5]: Piotr Kozakowski, Piotr Januszewski, Konrad Czechowski, Łukasz Kuciński, Piotr Miłoś.
      **"Structure and randomness in planning and reinforcement learning"**. In: IJCNN 2021.

      | https://ieeexplore.ieee.org/document/9533317
      | https://openreview.net/forum?id=xlX_kcgVxP3

:[6]: Dominik Filipiak, Piotr Tempczyk, Marek Cygan.
      **"n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation"**.

      https://arxiv.org/abs/2112.07528

:[7]: Piotr Piękos, Henryk Michalewski, Mateusz Malinowski.
      **"Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning"**.

      https://arxiv.org/abs/2106.03921

:[8]: Piotr Nawrot, Szymon Tworkowski, Michał Tyrolski, Łukasz Kaiser, Yuhuai Wu, Christian Szegedy, Henryk Michalewski.
      **"Hierarchical Transformers Are More Efficient Language Models"**.

      https://arxiv.org/abs/2110.13711

:[9]: Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski.
      **"Measuring CLEVRness: Blackbox testing of Visual Reasoning Models"**.

      https://arxiv.org/abs/2202.12162