Curriculum Vitae

Makarov Ilya

Ph.: +7(915) 152-45-32
E-mail:
Web: / Russia, Moscow
Born 22.07.1989

Education

Postgraduate:Lomonosov Moscow State University, Faculty of Mechanics and Mathematics, Number Theory Department, research adviser: associate professor O.N. German, Ph.D. thesis "Interior Klein Polyhedra", 10.2011-09.2015

Graduate:Lomonosov Moscow State University, Faculty of Mechanics and Mathematics, Number Theory Department and Discrete Mathematics Department, diploma with honor, average grade 5.0 (out of 5), Mathematician (Certified Specialist), 06.2006-06.2011.

HighSchool:School 444 (Moscow) with in-depth study of mathematics, physics, and computer science. Golden certificate after the middle and a gold medal after high school.

Working Positions at National Research University Higher School of Economics

Design School, Specialization “Game Design and Virtual Reality”: Co-Head, (2017)

Faculty of Computer Science, School of Data Analysis and Artificial Intelligence: Senior Lecturer,Deputy Head (2014- current)

School of Applied Mathematics and Informatics, Data Analysis and Artificial Intelligence Chair: Lecturer(2011-2014), Deputy Head (2012-2014)

Startedworking 09/2011 atNationalResearchUniversity Higher School of Economics

Additional Positions at NRU HSE

EducationalProject “Academic BibliographyCenter”: leading technical expert (2013-)

Facultyof Pre-University Training: Mentorof “Mathematics”, “Algorithms and Programming”,and “ComputerScience” courses.

Young Faculty Support Program (Group of Young Academic Professionals) (2012-2014)

Achievements in Teaching

Nominee for "Best Lecturer’14", nominee for “Best Academic Lecturer at Gold HSE’16”

ResearchSupervisorofgreaterthan 80 CourseandDiplomaProjects, includingwinner of “Student of the Year” challenge, and4 students with high academic stipendiums (2011-2016).

14 students have published in conference proceedings indexed byScopus (2014-2016).

Winnerinsix challenges of HSE Innovations Fund on “CreatingNewCoursesinEnglish”(2014-2016) and “Best Classes Organization” for “Network Science” Master course (2016).

Research Interests

  • Artificial Intelligence in Video Games, Multi-Agent Systems, Adapting AI for Games in Virtual Reality
  • Differential Geometry on Riemann Manifolds for Mapping Virtual Reality and Real World
  • SocialNetworkAnalysis, RecommenderSystems, Co-authorshipNetworks
  • DiscreteMathematics: EquivalenceFormulasandSchemataonMany-valuedLogics, PostClasses, ClosedSystemsinMany-valuedLogics.
  • NumberTheory: MultidimensionalIntegerGeometry, MultidimensionalGeneralizationsofContinuesFractions
  • QuantumMechanics: SolvingSchrodingerequationwitho(h) precision

Scientometrics

Scopus ID: G-9195-2015

Research ID:56233657100

Orcid ID:0000-0002-3308-8825

Google Scholar

SPIN (Russian): 151-9176

Personal web-page:

Research Projects

PresidentofRussiaFederationResearchGrantMK-5016.2012.1 "Multidimensional Diophantine Approximations” –research assistant .

RFBR Research Grant Proposal 17-07-01534 Modelling Human-like Behavior in 3D First-Person Shooter – head.

RSF Research Grant Proposal 17-11-0294 “Knowledge Processing, Representation, and Reasoning” – research assistant, person-in-charge.

Initiative Student Project “Modeling of a Human-Like BOT in a First-Person Shooter Game”

Additional Education

SpecificElectiveCourses “AlgorithmicFoundationsofComputerGraphics”, MicrosoftResearch, “GeometryStructuresandMethodsinQuantumMechanics”, “IntroductioninMathematicsandCybernetics”, “Closed Classes of Boolean Functions”, “Geometry of Numbers”MSU

Professional Track, “Technologies of remote training activities organization”, 2014

International Summer School“Universal Logic School”, Istanbul, 2015

Publications

On review

[1] Makarov, I., Polyakov, P., Martynov, M., Zyuzin, P., Gerasimova, O., Konoplya, O. Multiplayer First-Person Shooter Video Game for Virtual Reality HMD / Special Issue of International Journal of Virtual Reality (IJVR): AI in Games, Serious Games, and Multimedia, 2017. (on review)

[2] Gerasimova, O., Makarov, I. Constructing Canonical TypesUsing Separator Method / Speccial Issue of Logica Universalis, Springer International Publishing, 2017. (on review)

Published

[3] Makarov I.,Vladimir Aliev,Gerasimova Olga,Pavel Polyakov.Depth Map Interpolation using Perceptual Loss, in:Adjunct Proceedings of 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct). NY : IEEE, 2017. P.1-2. In Print.

URL:

[4] Makarov I.,Vladimir Aliev,Olga Gerasimova.Semi-Dense Depth Interpolation using Deep Convolutional Neural Networks, in:Proceedings of the 25th ACM international conference on Multimedia (ACM MM'17), Mountain View, CA USA, 23-27 October 2017.. NY : Association for Computing Machinery (ACM), 2017. P.1-9.doi. In Print

URL:

[5] Makarov I.,Dmitry Savostyanov,Boris Litvyakov,Ignatov D. I.Predicting Winning Team and Probabilistic Ratings in Dota 2 and Counter-Strike: Global Offensive Video Games, in:Analysis of Images, Social Networks and Texts. 6th International Conference, AIST 2017, Lecture Notes in Computer Science, Revised Selected Papers. Springer, 2017. P.1-12. In Print.

URL:

[6] Makarov I.,Bulanov O.,Olga Gerasimova,Natalia Mescheryakova,Zhukov L. E.,Karpov I.Scientific Matchmaker: Collaborator Recommender System, in:Analysis of Images, Social Networks and Texts. 6th International Conference, AIST 2017, Lecture Notes in Computer Science, Revised Selected Papers. Springer, 2017. P.1-12. In Print.

URL:

[7] Makarov I.,Andrej Kashin,Alice Korinevskaya.Learning to Play Pong Video Game via Deep Reinforcement Learning: Tweaking Deep Q-Networks versus Episodic Control, in:Supplementary Proceedings of the 6th International Conference on Analysis of Images, Social Networks and Texts (AIST-SUP 2017), Moscow, Russia, July 27-29, 2017./ Ed. byD. I. Ignatov. Aachen : CEUR-WS.org, 2017. P.1-6. In Print.

URL:

[8] Makarov I.,Anastasia Frolenkova,Ivan Belov.Quantum Logic and Natural Language Processing, in:Workshop "Computational linguistics and language science"/ Ed. byE. L. Chernyak. Aachen : CEUR Workshop Proceedings, 2017. P.1-4.

URL:

[9] R.M. Khayrullin, I. Makarov, L.E. Zhukov. Proceedings of Fourth International Workshop on Experimental Economics and Machine Learning (EEML 2017), CEUR WP, 2017. P.1-6. In Print.

URL:

[10] Makarov I.,Bulanov O.,Zhukov L. E.Co-author Recommender System, in:Models, Algorithms, and Technologies for Network Analysis. Springer Proceedings in Mathematics & Statistics/ Ed. byV. A. Kalyagin,A. I. Nikolaev,P. M. Pardalos,O. Prokopyev. Vol. 197. Springer International Publishing, 2017.doiP.1-6.

URL:

[11] Makarov I.,Valeria Bodishtyanu.Logic of Existentialism in Fiction, in:Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2017, Marco Island, Florida, USA, May 22-24, 2017. AAAI Press 2017, ISBN 978-1-57735-787-2. Palo Alto : AAAI Press, 2017. P.632-638.

URL:

[12] Makarov I., Konoplya O.,Pavel Polyakov,Maxim Martynov,Zyuzin P.Adapting First-Person Shooter Video Game for Playing with Virtual Reality Headsets, in:Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2017, Marco Island, Florida, USA, May 22-24, 2017. AAAI Press 2017, ISBN 978-1-57735-787-2. Palo Alto : AAAI Press, 2017. P.412-415.

URL:

[13] Makarov I., Tokmakov, M., Polyakov, P., Zyuzin, P., Martynov, M., Konoplya, O., Kusnetsov, G., Guschenko-Cheverda, I., Uriev, M., Mokeev, I., Gerasimova, O., Tokmakova, L., Kosmachev, A.First-Person Shooter Game for Virtual Reality Headset with Advanced Multi-Agent Intelligent System, in: Proceedings of the 24th ACM international conference on Multimedia (ACM MM'16), Amsterdam, Netherlands, 15-19 October 2016. NY : Association for Computing Machinery (ACM), 2016.

DOI: (Core A* Conference)

[14] Makarov I., Zyuzin, P., Polyakov, P., Tokmakov, M.,Gerasimova, O., Guschenko-Cheverda, I., Uriev, M. Modelling Human-like Behavior through Reward-based Approach in a First-Person Shooter Game, in: Proceedings of the Third Workshop on Experimental Economics and Machine Learning (EEML 2016), Moscow, Russia, July 18, 2016 / R. Tagiew, D. I. Ignatov, et al. Vol. 1627. Aachen : CEUR Workshop Proceedings, 2016.

URL:

[15] Makarov I., Pavel Polyakov. Smoothing Voronoi-based Path with Minimized Length and Visibility using Composite Bezier Curves, in: Supplementary Proceedings of the 5th International Conference on Analysis of Images, Social Networks and Texts (AIST-SUP 2016), Yekaterinburg, Russia, April 7-9, 2016. / Науч. ред.: D. I. Ignatov. Vol. 1710. Aachen: CEUR Workshop Proceedings, 2016. Ch. 19. P. 191-202.

URL:

[16] Gerasimova, O., Makarov I.Separator Method for Constructing Canonical Types of Formulas, in: Handbook of the 5th World Congress and School on Universal Logic (UNILOG’5). Istanbul: University of Istanbul, 2015. P. 372-373.

URL:

[17] Gerasimova, O., Makarov I. Total Equivalence Systems for Classes of 3-valued Projection Logic whose Projections Equal to the Class of Linear Boolean Functions, in: Proceedings of the 10th Panhelleic Logic Symposium (PLS’10). Samos Island: University of Aegean, 2015. Ch. 23. P. 82-86.

URL:

[18] Makarov I.Logical Generalized Continued Fractions, in:Proceedings of the 10th Panhelleic Logic Symposium(PLS’10). Samos Island: University of Aegean, 2015. Ch. 31. P.121-121.

URL:

[19] Makarov I.Existence of Finite Total Equivalence Systems for Certain Closed Classes of 3-Valued Logic Functions//Logica Universalis. 2015. Vol.9. No.1. P.1-26.

DOI:

[20] MakarovI., Tokmakov, M., Tokmakova, L., Imitation of Human Behavior in 3D-Shooter Game, in: Supplementary Proceedings of the 4th International Conference on Analysis of Images, Social Networks and Texts (AIST'2015) Issue 1452. Aachen: CEUR Workshop Proceedings, 2015. Ch. 9. P.64-77.

URL:

[21] MakarovI. Внутренние полиэдры Клейна // MathematicalNotes. 2014. Vol. 95. No. 6. P. 795-805

DOI:

[22] Makarov, I., Tokmakova, L. “Discrete Mathematics for Master Program”, HSE Publishing House, 2014, 152 pp. (in Russian)

[23] Makarov, I., German, O.N, On Certain Properties of Interior Klein Polyhedra, Lomonosov Moscow State University Readings, 2012. (in Russian)

International Conferences

2017:

AAAI FLAIRS’30 (Miami).

Report: Adapting First-Person Shooter Video Games for Playing with VR Headsets

Report: Logic of Existentialism in Fiction

2016:

ACM Multimedia 2016 (Amsterdam). Report: First-Person Shooter Game for Virtual Reality Headset with Advanced Multi-Agent Intelligent System

Third International Workshop on Experimental Economics and Machine Learning (EEML 2016) (Moscow). Report: Modelling Human-like Behavior through Reward-based Approach in a First-Person Shooter Game

The 6th International Conference on Network Analysis (Nizhny Novgorod). Report: Co-author Recommender System

The 5th international conference on Analysis of Images, Social Networks, and Texts (AIST) (Ekaterinburg). Report: Smoothing Voronoi-based Path with Minimized Length and Visibility using Composite Bezier Curves

2015:

The 4th international conference on Analysis of Images, Social Networks, and Texts (AIST) (Ekaterinburg). Report: Imitation of human behavior in 3D-shooter game

10th Panhellenic Logic Symposium (Karlovasi, Samos) 2015.

Report: Logical Generalized Continued Fractions

Report: Total Equivalence Systems for Classes of 3-valued Projection Logic whose Projections Equal to the Class of Linear Boolean Functions

5th World Congress on Universal Logic (Istanbul) 2015. Доклад: Separator Method for Constructing Canonical Types of Formulas

Teaching Experience

Educational / labor activity coincides with the start date of the work in the National Research University “Higher School of Economics” (09/2011).During 5 years the author teaches (taught) the following courses (active courses in the 2016/17 academic year are in bold):

  1. Tutor (seminaristinclasses) of core subjects:
  2. AlgorithmsandDataStructures (BSc; School of Applied Mathematics and Information; 2 year)
  3. DiscreteMathematics (Preparatory department for Masters; 1 year)
  4. Fundamentals and Methodology of Programming (BSc; Faculty of Computer Science; 1 year)
  5. Algorithms and Data Structures (BSc; Faculty of Computer Science; 1 year)
  6. Models of Knowledge Representation and Expert Systems (BSc; Faculty of Computer Science; 4 year)
  7. InterdisciplinaryResearch Seminar (BSc; School of Applied Mathematics and Information; 2-4 years)
  8. Research Seminar "Data Mining and Data Analysis" (BSc; Faculty of Computer Science; 2-4 years)
  9. Research Seminar "Theoretical Informatics, Computational Logic and Artificial Intelligence"(BSc; Faculty of Computer Science; 2-4 years)
  10. LinearAlgebra(BSc; Faculty of World Economy and International Affairs; 1 year)
  11. Calculus(BSc; Faculty of World Economy and International Affairs; 1 year)
  12. Tutor (seminaristinclasses) of elective subjectsin English:
  13. IntroductiontoDataScience(BSc; Faculty of Computer Science; 3 year)
  14. SocialNetworkAnalysis(MSc; all master programs of NRU HSE; 1 year)
  15. NetworkScience(MSc; Faculty of Computer Science; 1 year)
  16. Stochastic Modelling(MSc; Faculty of Computer Science; 2 year)
  17. Introduction to the Semantic Web Technologies(BSc; Faculty of Computer Science; 4 year)
  18. Probability Theory and Mathematical Statistics (MSc; Faculty of Social Sciences; 1 year)
  19. Introduction to Advanced Mathematics (MSc; Faculty of Social Sciences; 1 year)
  20. Computation in MATLAB (MSc; Faculty of Social Sciences; 1 year)
  21. Lecturer and tutor for originally developed elective courses in English:
  22. Combinatorics, Graphs and Boolean Logic(BSc; Faculty of Computer Science; 3 year)
  23. Artificial Intelligence in Video Games(BSc; Faculty of Computer Science; 3 year)
  24. Linear Algebra (MSc; Faculty of Social Sciences; 1 year)
  25. Calculus (MSc; Faculty of Social Sciences; 1 year)
  26. Modern Methods of Boolean Logic(BSc; Faculty of Computer Science; 4 year)

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