Alexey A. Melnikov

13 papers Journal 13

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