Alexey Melnikov, MSc

PostDoc

Room: 4S16 ITP
Phone: +43 512 507 52246
Email: Alexey.Melnikov[at]uibk.ac.at

Research group: Quantum Information and Computation

More Information

  • FLD Research Documentation

    Publications 2018

    Contributions to Books / Journals

    Journal Article (Original Paper)
    • Melnikov, A. A; Poulsen Nautrup, H.; Krenn, M.; Dunjko, V.; Tiersch, M.; Zeilinger, A.; Briegel, Hans J. (2018): Active learning machine learns to create new quantum experiments.
      In: Proceedings of the National Academy of Sciences 115/6, pp. 1221 - 1226. (DOI)



    Publications 2017

    Contributions to Books / Journals

    Journal Article (Original Paper)
    • Melnikov, A. A.; Makmal, A.; Dunjko, V.; Briegel, Hans J. (2017): Projective simulation with generalization.
      In: Scientific Reports 7, Article 14430. (DOI)



    Lectures 2017

    Presentations at Conferences, Symposia, etc.

    Conference Lecture (Invited Lecture)
    • Lecturer(s): Melnikov, A. A.: Learning to create quantum experiments with reinforcement learning.
      1. Workshop on “Artificial Intelligence and Quantum Physics” (AIQP-2017), Nanjing, 2017-12-21. (Web link)



    Publications 2016

    Contributions to Books / Journals

    Journal Article (Original Paper)
    • Makmal, A.; Melnikov, A.; Dunjko, V.; Briegel, Hans J. (2016): Meta-learning within Projective Simulation.
      In: IEEE Access 4, pp. 2110 - 2122. (DOI)



    Lectures 2016

    Presentations at Conferences, Symposia, etc.

    Lecture at Project Meeting / Research Cooperation Meeting
    • Lecturer(s): Melnikov, A.: Meta-learning within projective simulation.
      33. SFB FoQuS Meeting, Innsbruck, 2016-07-15. (Web link)

    • Lecturer(s): Melnikov, A.: Coherent controlization using transmon qubits.
      32. SFB FoQuS Meeting, Wien, 2016-04-07. (Web link)

    Poster Presentation
    • Lecturer(s): Melnikov, A.: Coherent controlization using superconducting qubits.
      3rd Seefeld workshop on Quantum Information, Seefeld, 2016-06-30. (Web link)

    • Lecturer(s): Melnikov, A.: Coherent controlization using transmon qubits.
      International Conference on Quantum Optics 2016, Obergurgl, 2016-02-22. (Web link)

    • Lecturer(s): Melnikov, A. Co-author(s): Friis, N.; Kirchmair, G.; Briegel, Hans J.: Quantum walks using superconducting circuit via coherent controlization.
      Workshop of Quantum Simulation and Quantum Walks (WQSQW 2016), Prag, 2016-11-18. (Web link)



    Publications 2015

    Contributions to Books / Journals

    Journal Article (Original Paper)
    • Friis, Nicolai; Melnikov, Alexey A.; Kirchmair, Gerhard; Briegel, Hans J. (2015): Coherent controlization using superconducting qubits.
      In: Scientific Reports 5, Art. no.18036. (DOI) (Web link)



    Lectures 2015

    Presentations at Conferences, Symposia, etc.

    Lecture at Project Meeting / Research Cooperation Meeting
    • Lecturer(s): Melnikov, A. Co-author(s): Makmal, A.; Dunjko, V.; Briegel, Hans J.: Generalization and meta-learning within projective simulation.
      Projektmeeting Agency and (quantum) physics, Konstanz und Insel Reichenau, 2015-09-21. (Web link)

    Poster Presentation
    • Lecturer(s): Melnikov, A. A. Co-author(s): Friis, N.; Kirchmair, Gerhard; Briegel, Hans J.: Coherent controlization using transmon qubits.
      31. SFB FOQUS Meeting, Wien, 2015-12-17. (Web link)

    • Lecturer(s): Melnikov, A. A. Co-author(s): Friis, N.; Kirchmair, Gerhard; Briegel, Hans J.: Coherent controlization using transmon qubits.
      GDR IQFA 6th Colloquium, Palaiseau, 2015-11-18. (Web link)

    • Lecturer(s): Melnikov, A. A. Co-author(s): Friis, N.; Kirchmair, Gerhard; Briegel, Hans J.: Coherent controlization using superconducting qubits.
      ICQT 2015: 3rd International Conference on Quantum Technologies, Moskau, 2015-07-13. (Web link)

    • Lecturer(s): Melnikov, A. A. Co-author(s): Makmal, A.; Briegel, Hans J.: Projective simulation applied to navigation tasks.
      QUTE Summer School 2015: Quantum Simulation and Computation, Göteborg, 2015-06-23. (Web link)

    • Lecturer(s): Melnikov, A. A. Co-author(s): Makmal, A.; Dunjko, V.; Briegel, Hans J.: Generalization mechanism within projective simulation.
      30. SFB Foqus Meeting, Innsbruck, 2015-07-09. (Web link)

    • Lecturer(s): Melnikov, A. A. Co-author(s): Makmal, A.; Dunjko, V.; Briegel, Hans J.: Projective simulation with generalisation.
      The International Conference on Quantum Physics Of Nature, QUPON 2015, Wien, 2015-05-18. (Web link)



    Publications 2014

    Contributions to Books / Journals

    Journal Article (Original Paper)
    • Melnikov, A.; Makmal, A.; Briegel, Hans J. (2014): Projective simulation applied to the grid-world and the mountain-car problem.
      In: Artificial Intelligence Research 3/3, pp. 24 - 34. (DOI) (Web link)