Personnel Information

写真b

UENO TSUYOSHI

Organization
Institute of Business and Accounting Associate Professor
Research Fields, Keywords
Reinforcment Learning, Machine Learning
Teaching and Research Fields
私は、実ビジネスにおけるデータ駆動型意思決定を強化する機械学習技術の応用研究に取り組んでいます。ビジネス環境における複雑な意思決定問題に対し、多様なデータソースを統合的に分析し、変化する状況下でも機能する堅牢な意思決定フレームワークの構築を目指しています。
Mail Address
tsuyoshi.ueno@kwansei.ac.jp
Syllabus information URL
https://syllabus.kwansei.ac.jp/uniasv2/UnSSOLoginControlFree?REQ_ACTION_DO=/AGA030PLS01Action.do?REQ_FUNCTION_JUMP_START_FLG=1&SLB_LINK_DISP_FLG=689&TCH_NO=250016&REQ_PRFR_FUNC_ID=AGA030
SDGs Related Goals
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Graduate School 【 display / non-display 】

  • Graduate school:Kyoto University
    Department:情報学
    Course:情報科学研究科システム科学専攻

    Course completed:Doctor's Course
    Date of completion:2011.03
    Completion status:Completed
    Country:Japan

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Degree 【 display / non-display 】

  • Degree name:Doctor (Infomatics)
    Classified degree field:Informatics / Intelligent informatics
    Conferring institution:Kyoto University
    Acquisition way:Thesis
    Date of acquisition:2011.03

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Research Areas 【 display / non-display 】

  • Research field:Informatics / Intelligent informatics

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Papers 【 display / non-display 】

  • Language: English
    Title: COMBO: An efficient Bayesian Optimization Library for Materials Science
    Journal name: Materials Discovery  vol.4  (p.18 - 21)
    Date of publication: 2016.06
    Author(s): Ueno, T. Trevor, D. R. Zhufeng, H. Mizoguchi, T. Tsuda, K.

    Type of publication: Research paper (scientific journal)
    Field of experts:Informatics / Intelligent informatics

  • Language: English
    Title: Weighted likelihood policy search with model selection
    Journal name: Neural Information Processi ng System  (p.2366 - 2374)
    Date of publication: 2012.12
    Author(s): Ueno, T. Hayashi, K. Washio, T. and Kawahara, Y.

    Type of publication: Research paper (international conference proceedings)
    Field of experts:Informatics / Intelligent informatics

  • Language: English
    Title: Generalized TD Learning
    Journal name:   vol.12  (56)  (p.1977 - 2020)
    Date of publication: 2011.06
    Author(s): Ueno, T. Maeda, S. Kawanabe, M. Ishii, S.

    Type of publication: Research paper (scientific journal)

  • Language: English
    Title: Fast and Stable Learning of Quasi-passive Dynamic Walking by an Unstable Biped Robot
    Journal name: IEEE/RSJ International Conf erence on Intelligent Robots and Systems  (p.5226 - 5231)
    Date of publication: 2006.10
    Author(s): Ueno, T. Nakamura, Y. Takuma, T. Shibata, T. Hosoda, K. and Ishii, S.

    Type of publication: Research paper (international conference proceedings)
    Field of experts:Informatics / Intelligent robotics

  • Language: Japanese
    Title: 1 on 1 における傾聴の効果
    Journal name: 産業組織心理学会
    Date of publication: 2024.08
    Author(s): 植野 剛 松井博史 福村祐誠 井上悠人 鹿内学

    Type of publication: Research paper (bulletin of university, research institution)
    Field of experts:Informatics / Kansei informatics

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Awards 【 display / non-display 】

  • Prize: 人工知能学会優秀発表賞
    Date awarded:2014.06
    Award type:Award from Japanese society, conference, symposium, etc.
    Awarding organization：人工知能学会全国大会
    Field of experts:Informatics / Intelligent informatics

  • Prize: アド バタイジングドットコム・ジャパン賞
    Date awarded:2011.11
    Awarding organization：Web とデータベースに 関するフォーラム
    Field of experts:Informatics / Intelligent informatics

  • Prize: Young Researcher Award
    Date awarded:2009.03
    Award type:Award from Japanese society, conference, symposium, etc.
    Awarding organization：IEEE Computational Intelligence Society
    Field of experts:Informatics / Intelligent informatics

  • Prize: 若手研究発表
    Date awarded:2008.10
    Awarding organization：計測自動制御学会 関西支部
    Field of experts:Informatics / Intelligent robotics

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Research Projects 【 display / non-display 】

  • Research category:研究活動スタート支援
    Project year：2025.04 - 2027.03
    Title:クープマン埋め込み時系列モデルによるゼロショット制御

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Presentations 【 display / non-display 】

  • Language:Japanese
    Conference name:行動経済学会
    International/Domestic presentation:Domestic presentation
    Holding date：2016.12
    Presentation date：2016.12
    Title:機械学習による アノマリー検知
    Presentation type:Oral presentation (invited, special)

  • Language:English
    Conference name:The ISI World Statistics Congress
    International/Domestic presentation:International presentation
    Holding date：2013.12
    Presentation date：2013.12
    Title:Semiparametric Statistical Approach to Reinforcement Learning
    Presentation type:Oral presentation (invited, special)

  • Language:Japanese
    Conference name:第15回情報論的学習理論 (IBIS)ワークショップ
    International/Domestic presentation:Domestic presentation
    Holding date：2012.11
    Presentation date：2012.11
    Title:確率推論による強化 学習・確率最適制御
    Presentation type:Oral presentation (invited, special)

  • Language:Japanese
    Conference name:日本鉄鋼協会 計測・制御・システム工学部会シンポジウム
    International/Domestic presentation:Domestic presentation
    Holding date：2012.06
    Presentation date：2012.06
    Title:学習による制御
    Presentation type:Oral presentation (invited, special)

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