Quantum approximate optimization of non-planar graph problems on a planar superconducting processor MP Harrigan, KJ Sung, M Neeley, KJ Satzinger, F Arute, K Arya, J Atalaya, ...
Nature Physics 17 (3), 332-336, 2021
607 2021 Tensorflow quantum: A software framework for quantum machine learning M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2020
459 2020 Layerwise learning for quantum neural networks A Skolik, JR McClean, M Mohseni, P van der Smagt, M Leib
Quantum Machine Intelligence 3 (1), 1-11, 2021
337 2021 Quantum agents in the gym: a variational quantum algorithm for deep q-learning A Skolik, S Jerbi, V Dunjko
Quantum 6, 720, 2022
183 2022 Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm M Streif, S Yarkoni, A Skolik, F Neukart, M Leib
Physical Review A 104 (1), 012403, 2021
58 2021 Equivariant quantum circuits for learning on weighted graphs A Skolik, M Cattelan, S Yarkoni, T Bäck, V Dunjko
npj Quantum Information 9 (1), 47, 2023
53 2023 Hybrid quantum ResNet for car classification and its hyperparameter optimization A Sagingalieva, M Kordzanganeh, A Kurkin, A Melnikov, D Kuhmistrov, ...
Quantum Machine Intelligence 5 (2), 38, 2023
52 * 2023 Robustness of quantum reinforcement learning under hardware errors A Skolik, S Mangini, T Bäck, C Macchiavello, V Dunjko
EPJ Quantum Technology 10 (1), 1-43, 2023
23 2023 Volkswagen and quantum computing: An industrial perspective S Yarkoni, M Leib, A Skolik, M Streif, F Neukart, D von Dollen
Digitale Welt 3, 34-37, 2019
11 2019 T Stollenwerk, S Bhattacharya, M Cattelan, A Ciani, G Compostella, ...
KI-Künstliche Intelligenz, 1-9, 2024
2024 Quantum machine learning: on the design, trainability and noise-robustness of near-term algorithms A Skolik
Leiden University, 2023
2023 Parameterized quantum circuits for reinforcement learning of classical rare dynamics S Khatri, A Wilms, L Ohff, A Skolik, J Eisert
APS March Meeting Abstracts 2023, D73. 003, 2023
2023 