Dushkin R.V.

Dushkin Roman V.

Senior Lecturer

Центр образовательных программ топ-уровня в области ии института интеллектуальных кибернетических систем НИЯУ МИФИ

Senior Lecturer

Department of Cybernetics
Works at MEPhI since 2023
Work Experience: 10 years

About

A Russian scientist and practitioner in the field of artificial intelligence, a systems architect, and the author of scientific papers on machine learning, quantum computing, and cognitive modeling. He has extensive experience developing intelligent systems for the transportation industry and smart cities. As an expert, he participates in federal projects creating technological solutions for government agencies. He is the author of popular science and educational publications on modern aspects of AI and digital technologies. He is known for his active position on the development of artificial intelligence in Russia, combining academic work with applied developments in industry.

Courses

1. Functional Programming
2. Game Theory
3. Numerical Methods
4. Practical Training (Research Work)
5. Research Term Project: Cybernetic Systems Design

Publication activity

Showing publications for last 3 years

  1. Article
    Web of Science & Scopus
    Cost-Efficient Distributed AI Architectures: Lightweight LLM Agents vs GPT-4o Monoliths in Academic Workflows // Studies in Computational Intelligence, 2026 Vol. 1243 SCI pp. 181-190 doi
  2. Article
    Web of Science & Scopus
    Transforming the Field of Mobility Through Intellectualized V2X Interaction // Studies in Computational Intelligence, 2024 Vol. 477 SCI, Q4 pp. 115-124 doi
  3. Article
    Web of Science & Scopus
    Principles of Solving the Symbol Grounding Problem in the Development of the General Artificial Cognitive Agents // Lecture Notes in Networks and Systems, 2023 Vol. 544 LNNS, Q4 pp. 231-245 doi

Showing conferences for last 3 years

  1. Сентябрь 2025 Biologically Inspired Cognitive Architectures 2025 Report: Cost-Efficient Distributed AI Architectures: Lightweight LLM Agents vs GPT-4o Monoliths in Academic Workflows

Повышение квалификации

July 07, 2025 — July 29, 2025 Leading a top-level AI educational program: a competency-role-based approach (92 hours) National Research University ITMO

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