Publications : Journal articles

Projective simulation with generalization

Scientific Reports 7, 14430
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, 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
Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
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Quantum walks of interacting fermions on a cycle graph

Scientific Reports 6, 34226
Alexey A. Melnikov, Leonid E. Fedichkin
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Meta-learning within projective simulation

IEEE Access 4, 2110–2122
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
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Coherent controlization using superconducting qubits

Scientific Reports 5, 18036
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
L. V. Nefedova, A. I. Afanasyeva, I. V. Aksenova, A. A. Melnikov

Projective simulation applied to the grid-world and the mountain-car problem

Artificial Intelligence Research 3 (3), 24-34
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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Quantum error correction in silicon charge qubits

Russian Microelectronics 42 (3), 148–154
Alexey A. Melnikov, Leonid E. Fedichkin
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Benchmarking projective simulation in navigation problems

IEEE Access 6, 64639-64648
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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