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Tsutsui Kazushi  筒井 和詩

ORCIDConnect your ORCID iD *help
Researcher Number 30898458
Other IDs
Affiliation (Current) 2025: 東京大学, 大学院総合文化研究科, 助教
Affiliation (based on the past Project Information) *help 2024: 東京大学, 大学院総合文化研究科, 助教
2021 – 2023: 名古屋大学, 情報学研究科, 特任助教
Review Section/Research Field
Principal Investigator
Transformative Research Areas, Section (IV) / Basic Section 59020:Sports sciences-related
Except Principal Investigator
Medium-sized Section 61:Human informatics and related fields
Keywords
Principal Investigator
協力 / 集団行動 / 強化学習 / マルチエージェントシステム / 計算生物学 / 運動学習 / 集団運動 / スポーツ科学 / 深層強化学習
Except Principal Investigator
スポーツ … More / インタラクション / 音声コミュニケーション / 自動運転 / 機械学習 Less
  • Research Projects

    (3 results)
  • Research Products

    (37 results)
  • Co-Researchers

    (9 People)
  •  多様な生物集団における階層ナビゲーション理解のための機械学習ベースモデリングPrincipal Investigator

    • Principal Investigator
      筒井 和詩
    • Project Period (FY)
      2024 – 2025
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (IV)
    • Research Institution
      The University of Tokyo
  •  ヒトと自律的エージェントの攻防を通じた集団ダイナミクスの評価・学習支援方法の開発Principal Investigator

    • Principal Investigator
      筒井 和詩
    • Project Period (FY)
      2022 – 2025
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 59020:Sports sciences-related
    • Research Institution
      Nagoya University
  •  Cross-disciplinary research on the prediction and control of real-world interactions based on evidence and causality

    • Principal Investigator
      武田 一哉
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Nagoya University

All 2024 2023 2022 2021

All Journal Article Presentation

  • [Journal Article] Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations2024

    • Author(s)
      Keisuke Fujii, Kazushi Tsutsui, Atom Scott, Hiroshi Nakahara, Naoya Takeishi, Yoshinobu Kawahara
    • Journal Title

      Proceedings of the 16th International Conference on Agents and Artificial Intelligence (ICAART'24)

      Volume: 2 Pages: 27-39

    • DOI

      10.5220/0012261100003636

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K17673, KAKENHI-PLANNED-21H05300
  • [Journal Article] Collaborative hunting in artificial agents with deep reinforcement learning2024

    • Author(s)
      Kazushi Tsutsui, Ryoya Tanaka, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      eLife

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Journal Article] Action Valuation of On- and Off-Ball Soccer Players Based on Multi-Agent Deep Reinforcement Learning2023

    • Author(s)
      Hiroshi Nakahara, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      IEEE Access

      Volume: 11 Pages: 131237-131244

    • DOI

      10.1109/access.2023.3336425

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K17673, KAKENHI-PLANNED-21H05300, KAKENHI-PROJECT-20H04075
  • [Journal Article] Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation2023

    • Author(s)
      Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      Proceedings of the 1st Workshop on Synergy of Scientific and Machine Learning Modeling (SynS and ML) co-located with the International Conference on Machine Learning (ICML'23)

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Journal Article] Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction2022

    • Author(s)
      Masakiyo Teranishi, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      Proceedings of the 9th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Journal Article] Emergence of Collaborative Hunting via Multi-Agent Deep Reinforcement Learning, International Workshop on Human Behavior Understanding2022

    • Author(s)
      Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      International Workshop on Human Behavior Understanding (HBU'22) in conjunction with 26th International Conference on Pattern Recognition (ICPR'22)

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Journal Article] Emergence of Collaborative Hunting via Multi-Agent Deep Reinforcement Learning2022

    • Author(s)
      Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      Proceedings of the 12th International Workshop on Human Behavior Understanding (HBU'22) in conjunction with International Conference on Pattern Recognition (ICPR'22)

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Journal Article] Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction2022

    • Author(s)
      Masakiyo Teranishi, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Journal Title

      9th Workshop on Machine Learning and Data Mining for Sports Analytics 2022 (MLSA'22) co-located with the ECML-PKDD'22

      Volume: 1783 Pages: 53-73

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Journal Article] Flexible prediction of opponent motion with internal representation in interception behavior2021

    • Author(s)
      Kazushi Tsutsui, Keisuke Fujii, Kazutoshi Kudo, Kazuya Takeda
    • Journal Title

      Biological Cybernetics

      Volume: 115(5) Issue: 5 Pages: 473-485

    • DOI

      10.1007/s00422-021-00891-9

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Journal Article] Learning interaction rules from multi-animal trajectories via augmented behavioral models2021

    • Author(s)
      Keisuke Fujii, Naoya Takeishi, Kazushi Tsutsui, Emyo Fujioka, Nozomi Nishiumi, Ryoya Tanaka, Mika Fukushiro, Kaoru Ide, Hiroyoshi Kohno, Ken Yoda, Susumu Takahashi, Shizuko Hiryu, Yoshinobu Kawahara
    • Journal Title

      Advances in Neural Information Processing Systems (NeurIPS'21)

      Volume: 34

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations2024

    • Author(s)
      Keisuke Fujii, Kazushi Tsutsui, Atom Scott, Hiroshi Nakahara, Naoya Takeishi, Yoshinobu Kawahara
    • Organizer
      The 16th International Conference on Agents and Artificial Intelligence (ICAART'24)
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] マルチエージェント強化学習から探る生物集団の意思決定機構2024

    • Author(s)
      筒井和詩
    • Organizer
      学術変革領域研究(B)「コントラリアン生物学」領域勉強会
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] マルチエージェント強化学習を用いた集団行動の意思決定メカニズムの探求2023

    • Author(s)
      筒井和詩
    • Organizer
      理研-AIP ミニワークショップ 機械学習による人間の選択行動とシミュレーションの新展開
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 生物集団移動のデータ解析・強化学習・画像処理2023

    • Author(s)
      藤井慶輔, 筒井和詩, 伊藤真
    • Organizer
      学術変革領域研究(A)「サイバー・フィジカル空間を融合した階層的生物ナビゲーション」領域勉強会
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] Defensive team analysis in the 2022 World Cup based on the event prediction2023

    • Author(s)
      Rikuhei Umemoto, Kazushi Tsutsui, Keisuke Fujii
    • Organizer
      MathSport International
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation2023

    • Author(s)
      Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Organizer
      The 1st Workshop on Synergy of Scientific and Machine Learning Modeling (SynS and ML) co-located with the International Conference on Machine Learning (ICML'23)
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] ルチエージェント強化学習から探る生物集団の動的パターン形成機構2023

    • Author(s)
      筒井和詩
    • Organizer
      第42回日本動物行動学会 ラウンドテーブルディスカッション 人工知能×動物行動学
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 軌道予測に基づいたオフボールの得点機会を創出する選手の評価2022

    • Author(s)
      寺西真聖, 筒井和詩, 武田一哉, 藤井慶輔
    • Organizer
      第11回日本統計学会スポーツ統計分科会スポーツデータ解析コンペティション
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction2022

    • Author(s)
      Masakiyo Teranishi, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii,
    • Organizer
      9th Workshop on Machine Learning and Data Mining for Sports Analytics 2022 (MLSA'22) co-located with ECML-PKDD'22
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] マルチエージェント深層強化学習を用いた協調的狩りにみられる行動方略の多様性2022

    • Author(s)
      筒井 和詩, 武田 一哉, 藤井 慶輔
    • Organizer
      2022年度人工知能学会全国大会(第36回)
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] マルチエージェント深層強化学習を用いた協調的狩りにみられる行動方略の多様性2022

    • Author(s)
      筒井和詩, 武田一哉, 藤井慶輔
    • Organizer
      第36回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 軌道予測に基づいた味方の得点機会を創出するサッカー選手の評価2022

    • Author(s)
      寺西真聖, 筒井 和詩, 武田 一哉, 藤井 慶輔
    • Organizer
      第36回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] Emergence of Collaborative Hunting via Multi-Agent Deep Reinforcement Learning2022

    • Author(s)
      Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Organizer
      The 12th International Workshop on Human Behavior Understanding (HBU'22) in conjunction with International Conference on Pattern Recognition (ICPR'22)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] サッカーにおけるイベント予測に基づく一般化されたチームの守備評価2022

    • Author(s)
      梅基陸平, 中原啓, 筒井和詩, 藤井慶輔
    • Organizer
      第12回日本統計学会スポーツ統計分科会スポーツデータ解析コンペティション
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 深層強化学習を用いた最適な協調行動および その基盤となる認知・意思決定機構の探究2022

    • Author(s)
      筒井和詩, 武田一哉
    • Organizer
      日本スポーツ心理学会
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] Emergence of Collaborative Hunting via Multi-Agent Deep Reinforcement Learning2022

    • Author(s)
      Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Organizer
      The 12th International Workshop on Human Behavior Understanding (HBU'22) in conjunction with International Conference on Pattern Recognition (ICPR'22)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 深層強化学習を用いた最適な協調行動および その基盤となる認知・意思決定機構の探究2022

    • Author(s)
      筒井和詩, 武田一哉
    • Organizer
      第49回日本スポーツ心理学会
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] Evaluation of creating scoring opportunities for teammates in soccer via trajectory prediction2022

    • Author(s)
      Masakiyo Teranishi, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Organizer
      The 9th Workshop on Machine Learning and Data Mining for Sports Analytics 2022 (MLSA'22) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 仮想生態系を用いた組織的な狩猟行動を支える認知・意思決定機構の探究 (Exploring the cognitive and decision mechanisms supporting organized hunting behavior via virtual ecosystems)2022

    • Author(s)
      筒井和詩
    • Organizer
      日本進化学会年大会 第24回沼津大会
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] 仮想生態系を用いた組織的な狩猟行動を支える認知・意思決定機構の探究 (Exploring the cognitive and decision mechanisms supporting organized hunting behavior via virtual ecosystems)2022

    • Author(s)
      筒井和詩
    • Organizer
      第24回日本進化学会年大会
    • Data Source
      KAKENHI-PROJECT-22K17673
  • [Presentation] 軌道予測に基づいた味方の得点機会を創出するサッカー選手の評価2022

    • Author(s)
      寺西真聖, 筒井 和詩, 武田 一哉, 藤井 慶輔
    • Organizer
      2022年度人工知能学会全国大会(第36回)
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] サッカーにおけるイベント予測に基づく一般化されたチームの守備評価2022

    • Author(s)
      梅基陸平, 中原啓, 筒井和詩, 藤井慶輔
    • Organizer
      第12回日本統計学会スポーツ統計分科会スポーツデータ解析コンペティション
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] マルチエージェント・シミュレーションを通じた集団運動の理解2021

    • Author(s)
      筒井和詩
    • Organizer
      第20回認知的コミュニケーションワークショップ
    • Invited
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] 追跡行動における内部表象を介したターゲット運動の柔軟な予測2021

    • Author(s)
      筒井 和詩, 藤井 慶輔, 工藤和俊, 武田 一哉
    • Organizer
      2021年度人工知能学会全国大会(第35回)
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] 生物集団の軌跡から相互作用の規則を学習するための拡張行動モデル2021

    • Author(s)
      藤井慶輔, 武石直也, 筒井和詩, 藤岡慧明, 西海望, 田中良弥, 福代三華, 井出薫, 河野裕美, 依田憲, 高橋晋, 飛龍志津子, 河原吉伸
    • Organizer
      第24回 情報論的学習理論ワークショップ (IBIS 2021)
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] Extraction of swing motion contributing to prediction of shuttle drop position in badminton2021

    • Author(s)
      Tatsuya Yoshikawa, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
    • Organizer
      30th International Joint Conference on Artificial Intelligence (IJCAI-21) workshop on AI for Sports Analytics (AISA), 2021
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04892
  • [Presentation] 二者間の攻防におけるやりとり2021

    • Author(s)
      筒井和詩
    • Organizer
      第48回 日本スポーツ心理学会 RTD「スポーツ場面でみられる個人間の相互作用的なやりとりを考える」
    • Invited
    • Data Source
      KAKENHI-PROJECT-21H04892
  • 1.  武田 一哉 (20273295)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 11 results
  • 2.  藤井 慶輔 (70747401)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 13 results
  • 3.  戸田 智基 (90403328)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  石黒 祥生 (20769418)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  カルバヨ アレックサンダー (30636824)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  宮島 千代美 (90335092)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  大谷 健登 (40869286)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  竹内 栄二朗 (00509680)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  丁 明 (40585840)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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