Alexey A. Melnikov

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 10

Top Topics

Difficult Problems

Convolutional Neural Networks

Active Learning

Quantum Computing

Top Venues

Artif. Intell. Res.

Publications

Ajinkya Deshpande, Alexey A. Melnikov
Capturing Symmetries of Quantum Optimization Algorithms Using Graph Neural Networks. Symmetry 14 (12) (2022)
Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
Setting up experimental Bell test with reinforcement learning. CoRR (2020)
Alexey A. Melnikov, Leonid Fedichkin, Ray-Kuang Lee, Alexander Alodjants
Machine learning transfer efficiencies for noisy quantum walks. CoRR (2020)
Alexey A. Melnikov, Leonid Fedichkin, Alexander Alodjants
Detecting quantum speedup by quantum walk with convolutional neural networks. CoRR (2019)
Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
Machine learning for long-distance quantum communication. CoRR (2019)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Benchmarking Projective Simulation in Navigation Problems. IEEE Access 6 (2018)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Benchmarking projective simulation in navigation problems. CoRR (2018)
Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
Active learning machine learns to create new quantum experiments. CoRR (2017)
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
Meta-learning within Projective Simulation. CoRR (2016)
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
Meta-learning within Projective Simulation. IEEE Access 4 (2016)
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
Projective simulation with generalization. CoRR (2015)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Projective simulation applied to the grid-world and the mountain-car problem. CoRR (2014)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Projective simulation applied to the grid-world and the mountain-car problem. Artif. Intell. Res. 3 (3) (2014)