Mateusz Ostaszewski

Imię

Mateusz

Nazwisko

Ostaszewski

2024

Akash Kundu, Przemysław Bedełek, Mateusz Ostaszewski, Onur Danaci, Yash Patel, Vedran Dunjko, Jaroslaw Miszczak
Enhancing quantum variational state diagonalization using reinforcement learning techniques
2024

2023

Samuel Kessler, Mateusz Ostaszewski, Michał Bortkiewicz, Mateusz Żarski, Maciej Wołczyk, Jack Parker-Holder, Stephen Roberts, Piotr Miłoś
The Effectiveness of World Models for Continual Reinforcement Learning
2023

2021

Mateusz Ostaszewski, Lea Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko
Reinforcement learning for optimization of variational quantum circuit architectures
2021
Mateusz Ostaszewski, Edward Grant, Marcello Benedetti
Structure optimization for parameterized quantum circuits
2021

2020

Mateusz Ostaszewski, Jaroslaw Miszczak, Przemysław Sadowski
Geometrical versus time-series representation of data in quantum control learning
2020
Wojciech Masarczyk, Przemysław Głomb, Bartosz Grabowski, Mateusz Ostaszewski
Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling
2020

2019

Edward Grant, Leonard Wossnig, Mateusz Ostaszewski, Marcello Benedetti
An initialization strategy for addressing barren plateaus in parametrized quantum circuits
2019
Bartosz Grabowski, Przemysław Głomb, Michał Romaszewski, Mateusz Ostaszewski
Unsupervised deep learning approach to hyperspectral anomaly detection
2019
Adam Glos, Jaroslaw Miszczak, Mateusz Ostaszewski
QSWalk. jl: Julia package for quantum stochastic walks analysis
2019
Mateusz Ostaszewski, Jaroslaw Miszczak, Przemysław Sadowski, L. Banchi
Approximation of quantum control correction scheme using deep neural networks
2019