Machine learning transfer efficiencies for noisy quantum walks
Advanced Quantum Technologies 3 (4), 1900115 (2020)
Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
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BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
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Predicting quantum advantage by quantum walk with convolutional neural networks
New Journal of Physics 21 (12), 125002 (2019)
Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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Benchmarking projective simulation in navigation problems
IEEE Access 6, 64639-64648 (2018)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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Active learning machine learns to create new quantum experiments
Proceedings of the National Academy of Sciences 115 (6), 1221–1226 (2018)
Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
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BibTeX Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
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Projective simulation with generalization
Scientific Reports 7, 14430 (2017)
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
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Quantum walks of interacting fermions on a cycle graph
Scientific Reports 6, 34226 (2016)
Alexey A. Melnikov, Leonid E. Fedichkin
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Meta-learning within projective simulation
IEEE Access 4, 2110–2122 (2016)
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
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Coherent controlization using superconducting qubits
Scientific Reports 5, 18036 (2015)
Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel
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Influence of sustainability indicator on planned volume of company sales
Design and Technology 44 (86), 103–110 (2014)
L. V. Nefedova, A. I. Afanasyeva, I. V. Aksenova, A. A. Melnikov
BibTeX L. V. Nefedova, A. I. Afanasyeva, I. V. Aksenova, A. A. Melnikov
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Projective simulation applied to the grid-world and the mountain-car problem
Artificial Intelligence Research 3 (3), 24-34 (2014)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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BibTeX Alexey A. Melnikov, Adi Makmal, Hans J. Briegel