Alexey Kovalev
- Junior Research Fellow:Faculty of Computer Science / Laboratory of Process-Aware Information Systems (PAIS Lab)
- Visiting Lecturer, Doctoral Student:Faculty of Computer Science / Intelligent Technologies in System Analysis and Management: Joint Department with Federal Research Center of Computer Science and Control of Russian Academy of Sciences
- Alexey Kovalev has been at HSE University since 2018.
Education
- 2015
Master's in Administration in Technical Systems
Moscow State University of Information Technology, Radio Engineering and Electronics - 2012
Degree in Robots and Robotic Systems
Moscow State Institute of Radiotechnology, Electronics and Automatics
Postgraduate Studies
4th year of study
Approved topic of thesis: Methods and network models of interaction between the cognitive agent's behaviour synthesis mechanisms and reasoning
Academic Supervisor: Panov, Aleksandr I.
Courses (2020/2021)
- Applied Data Analysis Problems (Minor; Faculty of Computer Science; 3, 4 module)Rus
- Introduction to Deep Learning (Bachelor’s programme; Faculty of Computer Science; 3 year, 1-3 module)Eng
- Modern Machine Learning Methods (Minor; Faculty of Computer Science; 1, 2 module)Rus
- Past Courses
Courses (2017/2018)
Mathematical analysis and differential equations (Optional course (university); 2 semester)Rus
Publications5
- Chapter Podtikhov A., Shaban M., Kovalev A., Panov A. I. Error Analysis for Visual Question Answering, in: Advances in Neural Computation, Machine Learning, and Cognitive Research IV. Selected Papers from the XXII International Conference on Neuroinformatics 2020. Studies in Computational Intelligence. Vol. 925. Springer, 2021. doi P. 283-292. doi
- Chapter Kovalev A., Panov A. I., Osipov E. Hyperdimensional Representations in Semiotic Approach to AGI, in: Artificial General Intelligence. 13th International Conference, AGI 2020, St. Petersburg, Russia, September 16–19, 2020, Proceedings Vol. 12177. Cham: Springer, 2020. doi P. 231-241. doi
- Chapter Kovalev A., Panov A. I. Mental Actions and Modelling of Reasoning in Semiotic Approach to AGI, in: Artificial General Intelligence. 12th International Conference, AGI 2019, Shenzhen, China, August 6–9, 2019, Proceedings Vol. 11654. Cham: Springer, 2019. doi P. 121-131. doi
- Chapter Kiselev G., Kovalev A., Panov A. I. Spatial Reasoning and Planning in Sign-Based World Model, in: Proceedings 16th Russian Conference on Artificial Intelligence (RCAI 2018) / Ed. by S. Kuznetsov, G. Osipov, V. L. Stefanuk. Issue 934. Cham : Springer, 2018. doi P. 1-10. doi
- Chapter Ковалёв А. К., Панов А. И. Тестирование ДСМ-гипотез при помощи моделирования структурными уравнениями // В кн.: Информатика, управление и системный анализ: Труды V Всероссийской научной конференции молодых ученых с международным участием. Ростовский государственный экономический университет "РИНХ", 2018. С. 54-63.
