Personnel Information

写真a

KOMATSU Hisato


Title

Assistant professor

Field

Field of Data Science
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Graduating School 【 display / non-display 】

  • The University of Tokyo， Faculty of Science

    University， 2012.03， Graduated， Japan

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Graduate School 【 display / non-display 】

  • The University of Tokyo， Graduate School, Division of General Culture

    Doctor's Course， 2017.03， Completed， Japan

  • The University of Tokyo， Graduate School, Division of General Culture

    Master's Course， 2014.03， Completed， Japan

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Campus Career 【 display / non-display 】

  • Shiga University Data Science and AI Innovation Research Promotion Center，Assistant professor， 2023.04 - Now

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Research Areas 【 display / non-display 】

  • Statistical physics

  • Informatics / Statistical science

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Qualification acquired 【 display / non-display 】

  • Junior High School Teacher Specialization License

  • High School Teacher Specialization License

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Research Career 【 display / non-display 】

  • Change of the magnetic structure and the generation of the magnetic friction under the lattice motion， 2021.04 - 2024.03

    Natural Science / Mathematical physics and fundamental theory of condensed matter physics，Individual，Grant-in-Aid for Scientific Research

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Presentations 【 display / non-display 】

  • The Physical Society of Japan Spring Meeting 2024, Domestic presentation， 2024.03，2024.03.19， System-size dependence of the motion of a model of the magnetic friction pulled by a spring， Oral presentation (general)

  • The Institute of Electronics, Information and Communication Engineers General Conference, Domestic presentation， 2024.03，2024.03.06， Simulation of pedestrians as reinforcement learning agents implemented by reservoir computing， Oral presentation (general)

  • The Physical Society of Japan Annual (78th) Meeting, Domestic presentation， 2023.09，2023.09.17， The stick-slip motion of the simplified model of the magnetic friction pulled by a spring， Oral presentation (general)

  • The Physical Society of Japan Spring Meeting 2023, Domestic presentation， 2023.03，2023.03.24， Effect of transient phenomena on the aging transition of coupled oscillator systems， Oral presentation (general)

  • The Physical Society of Japan Spring Meeting 2023, Domestic presentation， 2023.03，2023.03.22， Relation between the frictional force and the velocity on the simplified model of the magnetic friction， Oral presentation (general)

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Research Grants & Projects 【 display / non-display 】

  • ，Change of the magnetic structure and the generation of the magnetic friction under the lattice motion，Early-Career ScientistsEarly-Career Scientists，2021.04 - 2024.03

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Preferred joint research theme 【 display / non-display 】

  • Development and application of reinforcement learning algorithms, reinforcement learning, Technical Consultation, Funded Research, Cooperative Research, Other

    現在、主に線形回帰とニューラルネットワークの併用などによる強化学習アルゴリズムの改良法を研究しています。共同研究としては、アルゴリズムそのものに関する研究と、ゲームAIやロボット制御などの応用研究の両方に取り組みたいと考えております。

  • Simulation of multi-agent systems using reinforcement learning, reinforcement learning, multi-agent systems, Technical Consultation, Funded Research, Cooperative Research, Other

    Simulate the movement of pedestrians or animal flocks, letting many reinforcement learning AIs interact with each other.

  • 【キーワード】平均場理論／マルコフ連鎖モンテカルロ法

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Charge of on-campus class subject 【 display / non-display 】

  • データサイエンス応用演習，2025.10 - 2026.03

  • 統計活用演習Ａ，2025.04 - 2025.09

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