• 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).