
Setting up experimental Bell tests with reinforcement learning
Physical Review Letters 125 (16), 160401 (2020)
Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
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BibTeX Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
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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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BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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Machine learning for long-distance quantum communication
PRX Quantum 1 (1), 010301 (2020)
Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
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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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BibTeX 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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BibTeX Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel