dr Mateusz Ostaszewski Email: Orcid ID: 0000-0001-7915-6662Stanowisko: adiunkt Horizontal TabsPublikacje Biblio RSS 2023 1. Kessler, S., M. Ostaszewski, M. Bortkiewicz, M. Żarski, M. Wołczyk, J. Parker-Holder, S. Roberts, and P. Miłoś, "The Effectiveness of World Models for Continual Reinforcement Learning", Conference on Lifelong Learning Agents, Montreal, Canada, 2023. 2021 2. Ostaszewski, M., E. Grant, and M. Benedetti, "Structure optimization for parameterized quantum circuits", Quantum, vol. 5, 01/2021. 3. Ostaszewski, M., L. M. Trenkwalder, W. Masarczyk, E. Scerri, and V. Dunjko, "Reinforcement learning for optimization of variational quantum circuit architectures", NeurIPS, 2021. 2020 4. Ostaszewski, M., J. Miszczak, and P. Sadowski, "Geometrical versus time-series representation of data in quantum control learning", Journal of Physics A: Mathematical and Theoretical, vol. 53, issue 19, 2020. 5. Masarczyk, W., P. Głomb, B. Grabowski, and M. Ostaszewski, "Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling", Remote Sensing, vol. 12, issue 16, 2020. 2019 6. Glos, A., J. Miszczak, and M. Ostaszewski, "QSWalk. jl: Julia package for quantum stochastic walks analysis", Computer Physics Communications, vol. 235, 2019. 7. Ostaszewski, M., J. Miszczak, P. Sadowski, and L. Banchi, "Approximation of quantum control correction scheme using deep neural networks", Quantum Information Processing, vol. 18, 2019. 8. Grant, E., L. Wossnig, M. Ostaszewski, and M. Benedetti, "An initialization strategy for addressing barren plateaus in parametrized quantum circuits", Quantum, vol. 3, 12/2019. 9. Grabowski, B., P. Głomb, M. Romaszewski, and M. Ostaszewski, "Unsupervised deep learning approach to hyperspectral anomaly detection", PP-RAI'2019, Wrocław, Poland, Wroclaw University of Science and Technology, 2019. 2018 10. Domino, K., A. Glos, M. Ostaszewski, Ł. Pawela, and P. Sadowski, "Properties of quantum stochastic walks from the asymptotic scaling exponent", Quantum Information and Computation, vol. 18, issue 3&4, 2018. 11. Glos, A., J. Miszczak, and M. Ostaszewski, "Limiting properties of stochastic quantum walks on directed graphs", Journal of Physics A: Mathematical and Theoretical, vol. 51, issue 3, 2018. 2017 12. Domino, K., A. Glos, and M. Ostaszewski, "Superdiffusive quantum stochastic walk definable on arbitrary directed graph", Quantum Information & Computation, vol. 17, issue 11&12, 2017. 2016 13. Sadowski, P., J. Miszczak, and M. Ostaszewski, "Lively quantum walks on cycles", J. Phys. A: Math. Theor., vol. 49, pp. 375302, 2016. 2015 14. Ostaszewski, M., P. Sadowski, and P. Gawron, "Quantum image classification using principal component analysis", Theoretical and Applied Informatics, vol. 27, issue 1, 2015. Projekty 1. Stypendium doktorskie przyznane w ramach konkursu "Etiuda 6", finansowane przez Narodowe Centrum Nauki. (2018/28/T/ST6/00429, 2018 - 2019) 2. Wykorzystanie pamięci klasycznej i kwantowej do eksploracji sieci kwantowych (IP 2014 031073, 2015 - 2017) 3. Metody tworzenia, modelowania i analizy protokołów w intersieciach kwantowych (2011/03/D/ST6/00413, 2012 - 2017)