Alexander
Panov
Head of laboratory
Candidate of Physical and Mathematical Sciences, Associate Professor
Email: panov.ai@mipt.ru
Scientific interests:
Reinforcement learning
Semiotics
Cognitive robotics
Multi-agent systems
Behavior planning
Recent publications

1. Osipov G. S., Panov A. I., Chudova N. V.
Behavior control as a function of consciousness. I. World model and goal setting // Journal of Computer and Systems Sciences International. — 2014. — Vol. 53, no. 4. — Pp. 517–529.2. Panov A. I. Extraction of Cause-Effect Relationships from Psychological Test Data Using Logical Methods // Scientific and Technical Information Processing. — 2014. — Vol. 41, no. 5. — Pp. 275– 282.3. Osipov GS, Panov AI, Chudova NV Management of behavior as a function of consciousness. I. Picture of the world and goal-setting // Bulletin of the Russian Academy of Sciences. Theory and control systems. - 2014. - No. 4. - P. 49-62. 4. Panov A.I., Algebraic properties of recognition operators models of visual perception // Machine learning and data analysis. - 2014. - T. 1, No. 7. - P. 863-8745. Assessment of Dendritic Cell Therapy Effectiveness Based on the Feature Extraction from Scientific Publications / A. Y. Lupatov, A. I. Panov, R. E. Suvorov, A. V. Shvets, K. N. Yarygin, G. D. Volkova // Proceedings of ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods. Vol. 2 / ed. by M. Figueiredo, A. Fred, M. De Marsico. — SciTePress, 2015. — Pp. 270–276.6. Osipov G. S., Panov A. I., Chudova N. V. Behavior Control as a Function of Consciousness. II. Synthesis of a Behavior Plan // Journal of Computer and Systems Sciences International. — 2015. — Vol. 54, no. 6. — Pp. 882–896.7. Panov A. I., Shvets A. V., Volkova G. D. A Technique for Retrieving Cause and Effect Relationships
from Optimized Fact Bases // Scientific and Technical Information Processing. — 2015. — Vol. 42,
no. 6. — Pp. 420–425.
8. Makarov D.A., Panov A.I., Yakovlev K.S. Architecture of multilevel intellectual
control systems for unmanned aerial vehicles // Artificial Intelligence
and decision making. - 2015. - No. 3. - P. 18-33.
9. Osipov GS, Panov AI, Chudova NV Management of behavior as a function of consciousness. II.
Synthesis of a plan of behavior // Izvestiya RAN. Theory and control systems. - 2015. - No. 6. -
S. 47-61.
10. Panov A.I.,Representation of knowledge of autonomous agents planning coordinated re-
premises // Robotics and technical cybernetics. - 2015 .-- 4 (9). - S. 34-40.
11. Panov A.I., Shvets A.V., Volkova G.D., Method of extracting causal relationships with
using optimized fact bases // Artificial intelligence and adoption
solutions. - 2015. - No. 1. - P. 27-34.
12. The system for analyzing data from scientific sources on the example of texts on dendritic cells
vaccines / A. A. Boyko, A. M. Kaidina, Ya. S. Kim, A. Yu. Lupatov, A. I. Panov, R. E. Suvorov,
A. V. Shvets // Proceedings of the Institute for System Analysis of the Russian Academy of Sciences .. - 2015. - V. 65, No. 4. - P. 54-63.
13. Multilayer cognitive architecture for UAV control / S. Emel'yanov, D. Makarov, A. I. Panov, K.
Yakovlev
// Cognitive Systems Research. — 2016. — Vol. 39. — Pp. 58–72.
14. Panov A. I., Yakovlev K. S. Behavior and path planning for the coalition of cognitive robots in smart
relocation tasks // Robot Intelligence Technology and Applications 4 / ed. by J.-H. Kim, F. Karray, J.
Jo, P. Sincak, H. Myung. — 2016. — (In Press). — (Advances in Intelligent Systems and Computing).
15. Skrynnik A., Petrov A., Panov A. I. Hierarchical temporal memory implementation with explicit
states extraction // Biologically Inspired Cognitive Architectures (BICA) for Young Scientists / ed.
by A. V. Samsonovich, V. V. Klimov, G. V. Rybina. — Springer International Publishing, 2016. —
Pp. 219–225. — (Advances in Intelligent Systems and Computing).
Education
2011–2015 Candidate of Physical and Mathematical Sciences in the direction "05.13.17 - Theoretical Foundations of Informatics", Institute for Systems Analysis of the Russian Academy of Sciences, Moscow. Thesis topic "Research of methods, development of models and algorithms for the formation of elements of the symbolic picture of the world of the subject of activity", scientific. head - G.S. Osipov
2009–2011 Master of Applied Mathematics and Physics in Applied Mathematics and Physics, Moscow Institute of Physics and Technology, Moscow. Thesis topic "Research and modeling of the behavior of a collective of intelligent agents with different functionality", scientific. head - G.S. Osipov
2005-2009 Bachelor of Physics in Physics, Novosibirsk State University, Novosibirsk.
Awards and achievements
  • Member of the Scientific Council of the Russian Association for Artificial Intelligence: RAAI;
  • Member of the Society for Biologically Inspired Cognitive Architectures: BICA Society;
  • Laureate of the Medal of the Russian Academy of Sciences for Young Scientists 2017.
Professional experience
2015 – present Research Fellow, Higher School of Economics, Laboratory of Process-Oriented Information Systems, Moscow.
Computer cognitive modeling: a study of teaching methods in the task of planning behavior based on a sign world picture.
2010 – present Senior Researcher, Federal Research Center "Informatics and Control" of the Russian Academy of Sciences, Laboratory "Dynamic Intelligent Systems".
Computer cognitive modeling: research and modeling of the processes of perception, planning of behavior, goal-setting and other higher cognitive functions of a person.
Machine learning: development of algorithms for logical and hybrid methods of data analysis, development of biologically plausible algorithms for machine learning.
Multi-agent systems and management systems: study of the distribution of roles in a team of agents, development of multi-level architectures for managing teams of complex technical objects.