|2011 – now||Associate Professor, Moscow Institute of Physics and Technology, Phystech
School of Applied Mathematics and Informatics, Moscow, Russia. Lectures and seminars on Intelligence Control Systems for Robotics, Reinforcement Learning.
|2015 – now||Associate Professor, National Research University Higher School of Economics, Faculty of Computer Science, Moscow, Russia. Seminar on Intelligent Data Mining.|
|2011 – 2016||Assistant Lecturer, Peoples’ Friendship University of Russia, Department of Computer
Science, Moscow, Russia. Lectures on Intelligent Dynamic Systems, Theoretical Computer Science and Intelligent Data Analysis.
2010 – now
Senior Research Fellow, Federal Research Center “Computer Science and Control” of Russian Academy of Sciences, Artificial Intelligence Research Institute, Moscow, Russia.
Cognitive modelling: proposed the models of a number of cognitive functions of consciousness based on sign-based world view, proposed a model of the sign and investigated procedures of the sign formation, proposed biologically inspired models of sign components: image, significance and personal meaning, proposed algorithms of role distribution in coalition of cognitive agents.
Maching learning and multi-agent systems: developed the composite logical method to extract cause-effect relationships, proposed neuromorphic algorithm of machine learning - heterarchical causal network.
Robotics: developed multilayer control system for coalition of cognive robots.
|2018 – now||
Deputy Head of Laboratory, Moscow Institute of Physics and Technology, Laboratory of Cognitive Dynamic Systems, Moscow, Russia.
Management of scientific projects, educational programs and industrial applications.
|2015 – 2018||
Research Fellow, National Research University Higher School of Economics, Laboratory of Process-Aware Information Systems (PAIS Lab), Moscow, Russia.Investigation of learning mechanisms based on sign representations in the problem of collective behavior planning.
|2011 – 2015||
Ph.D. in Theoretical Bases of Computer Science, Institute for Systems Analysis, Moscow, Russia.
Specialized in modelling of goal-oriented behavior of intelligent agents and their coalitions.Thesis title: “Investigation of methods, development of models and algorithms for formation of elements of sign-based worldview of the actor”.
2009 – 2011
Master of Applied Mathematics and Physics, Moscow Institute of Physics and Technology, Depatment of Applied Mathematics and Management, Moscow, Russia.
Majors: technologies of active databases, computer graphics, game theory and decision making, effective algorithms, decomposition in optimization. Specialized in logical methods (AQ, JSM) of data mining and multiagent systems.Thesis title: “Investigation and modelling of group behavior for multifunctional agents”.
|2009 – 2011||
Bachelor of Physics, Novosibirsk State University, Department of Physics, Novosibirsk, Russia.
Majors: operational systems, digital integrated circuits, introduction to CAD, microprocessors, information networks and systems, object-oriented analysis and design. Specialized in semantic integration of databases.Thesis title: “Semantic integration of biological databases”.
|2015–по н.в.||Member of Scientific Board of the Russian Association of Artificial Intelligence: RAAI|
|2016–по н.в.||Member of The Biologically Inspired Cognitive Architectures Society: BICA Society|
|2017||Winner of the medal of the Russian Academy of Sciences for young scientists in 2017|
|2016–по н.в.||Member of the Editorial Board of the Cognitive Systems Research journal|
|2016–по н.в.||Executive Chair of the Organizing Committee of several international conferences
and schools: ISyT2017, ICSA 2018, RCAI 2018, 2019, SAIT 2019, BICA 2016, 2017, RAAI Summer SChool 2019.
Scopus: AuthorID 56504794900, ORCID 0000-0002-9747-3837
WebOfScience: ResearcherID L-9171-2013
Google Scholar: 6pijIbMAAAAJ