MATSUI Toshihiro

写真a

Affiliation Department

Department of Computer Science
Department of Computer Science
Information Technology Center

Title

Associate Professor

External Link
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Degree

  • Ph.D. in Engineering ( 2006.03   Nagoya Institute of Technology )

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Research Areas

  • Informatics / Intelligent informatics

  • Informatics / Soft computing

  • Informatics / Theory of informatics

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From School

  • Nagoya Institute of Technology   Faculty of Engineering   Graduated

    - 1995.03

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    Country：Japan

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From Graduate School

  • Nagoya Institute of Technology   Graduate School, Division of Engineering   Doctor's Course   Completed

    - 2006.03

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    Country：Japan

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Professional Memberships

  • The 7th International Conference on Advances in Artificial Intelligence (ICAAI 2023) Program Committee

    2023.02

  • 13th IIAI International Congress on Advanced Applied Informatics/12th International Conference on Smart Computing and Artificial Intelligence (SCAI 2022-Winter) Program Committee

    2022.08 - 2022.10

  • 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022) OS-AIR Program Committee

    2022.07 - 2022.10

  • 15th International Conference on Agents and Artificial Intelligence (ICAART 2023) Program Committee

    2022.05 - 2023.02

  • 12th IIAI International Congress on Advanced Applied Informatics/11th International Conference on Smart Computing and Artificial Intelligence (SCAI 2022) Program Committee

    2022.05 - 2022.07

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Research Career

  • Study of distributed constraint optimization problem and its application.

    (not selected)  

    Project Year： 2006.04

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Papers

  • Applying Reward Design Based on Payment Mechanism to Shaped-Reward DQN for Beer Game Reviewed

    Masaaki Hori, Toshihiro Matsui

    Proc. 2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)/11th Intl. Conf. on Smart Computing and Artificial Intelligence   384 - 390   2022.09

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    Authorship：Last author   Language：English   Publishing type：Research paper (international conference proceedings)  

    DOI： 10.1109/IIAIAAI55812.2022.00083

    DOI： 10.1109/IIAIAAI55812.2022.00083

  • Anytime Evolutionary DCOP Algorithm with Distributed Solution Stores Reviewed

    Toshihiro Matsui

    Proc. of 16th International KES Conference on Agents and Multi-Agent Systems Technologies and Applications (KES-AMSTA-22)   61 - 76   2022.08

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    Authorship：Lead author   Language：English   Publishing type：Research paper (international conference proceedings)  

    DOI： https://doi.org/10.1007/978-981-19-3359-2_6

    DOI： https://doi.org/10.1007/978-981-19-3359-2_6

  • Negotiation Considering Privacy Loss on Asymmetric Multi-objective Decentralized Constraint Optimization Problem Reviewed

    Toshihiro Matsui

    Agents and Artificial Intelligence, 13th Intl. Conf. on Agents and Artificial Intelligence, Revised Selected Papers, LNAI 13251   85 - 110   2022.07

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    Authorship：Lead author   Language：English   Publishing type：Research paper (scientific journal)  

    DOI： https://doi.org/10.1007/978-3-031-10161-8_5

    DOI： https://doi.org/10.1007/978-3-031-10161-8_5

  • A Study for Decentralized Cooperative Reinforcement Learning with Fairness Among Agents

    Toshihiro Matsui

    1N1-GS-5-05 - 1N1-GS-5-05   2022.06

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    Authorship：Lead author   Language：Japanese   Publishing type：Research paper (other academic)  

  • Improvement of Task Allocation in TP Algorithm for MAPD Problem by Relaxation of Movement Limitation and Estimation of Pickup Time Reviewed

    Masanori Shimokawa, Toshihiro Matsui

    Transactions of the Japanese Society for Artificial Intelligence   37 ( 3 )   A-L84_1 - 13   2022.05

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    Authorship：Last author   Language：Japanese   Publishing type：Research paper (scientific journal)  

    DOI： https://doi.org/10.1527/tjsai.37-3_A-L84

    DOI： https://doi.org/10.1527/tjsai.37-3_A-L84

    Other Link： https://www.jstage.jst.go.jp/article/tjsai/37/3/37_37-3_A-L84/_article/-char/en

  • Study of Extended Multiagent Pickup-and-Delivery Problem for Simultaneous Task Execution Under Capacity Constraints

    Masanori Shimokawa, Toshihiro Matsui

    120   72 - 77   2022.03

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    Authorship：Last author   Language：Japanese   Publishing type：Research paper (conference, symposium, etc.)  

    DOI： https://doi.org/10.11517/jsaifpai.120.0_72

    DOI： https://doi.org/10.11517/jsaifpai.120.0_72

  • A Study on Evolutionary Algorithm with Decentralized Management of Solution Sets for Distributed Constraint Optimization Problem

    Toshihiro Matsui

    2   43 - 44   2022.03

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    Authorship：Lead author   Language：Japanese   Publishing type：Research paper (other academic)  

  • A Study on Application of Shaped-Reward DQN to Beer Game with Multiple Learning Agents

    Masaaki Hori, Toshihiro Matsui

    D-8-3 - D-8-3   2022.03

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    Authorship：Last author   Language：Japanese   Publishing type：Research paper (other academic)  

  • Study on Applying Decentralized Evolutionary Algorithm to Asymmetric Multi-objective DCOPs with Fairness and Worst Case Reviewed International journal

    Toshihiro Matsui

    Proc. 14th International Conference on Agents and Artificial Intelligence (ICAART 2022)   1   417 - 424   2022.02

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    Authorship：Lead author   Language：English   Publishing type：Research paper (international conference proceedings)  

    DOI： 10.5220/0010919500003116

    DOI： 10.5220/0010919500003116

    Other Link： https://www.scitepress.org/Link.aspx?doi=10.5220/0010919500003116

  • マルチエージェント強化学習の差分報酬近似手法における推定報酬の学習の改良

    中嶋 亮太, 松井 俊浩

    情報処理学会研究報告   2022-ICS-205 ( 12 )   2022.02

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    Authorship：Last author   Language：Japanese   Publishing type：Research paper (conference, symposium, etc.)  

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Misc

  • 制約充足や最適化に関するエージェント研究の最近の動向

    平山勝敏,松井俊浩

    28 ( 3 )   380 - 388   2013.05

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    Language：Japanese   Publishing type：Article, review, commentary, editorial, etc. (international conference proceedings)   Publisher：人工知能学会  

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Presentations

  • Applying Reward Design Based on Payment Mechanism to Shaped-Reward DQN for Beer Game International conference

    Masaaki Hori, Toshihiro Matsui

    2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)/11th Intl. Conf. on Smart Computing and Artificial Intelligence 

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    Event date： 2022.07

    Language：English   Presentation type：Oral presentation (general)  

    DOI： 10.1109/IIAIAAI55812.2022.00083

  • Anytime Evolutionary DCOP Algorithm with Distributed Solution Stores International conference

    Toshihiro Matsui

    　More details

    Event date： 2022.06

    Language：English   Presentation type：Oral presentation (general)  

    DOI： https://doi.org/10.1007/978-981-19-3359-2_6

  • A Study for Decentralized Cooperative Reinforcement Learning with Fairness Among Agents

    Toshihiro Matsui

    　More details

    Event date： 2022.06

    Language：Japanese   Presentation type：Oral presentation (general)  

  • Study of Extended Multiagent Pickup-and-Delivery Problem for Simultaneous Task Execution Under Capacity Constraints

    Masanori Shimokawa, Toshihiro Matsui

    　More details

    Event date： 2022.03

    Language：Japanese   Presentation type：Oral presentation (general)  

    DOI： https://doi.org/10.11517/jsaifpai.120.0_72

  • A Study on Application of Shaped-Reward DQN to Beer Game with Multiple Learning Agents

    Masaaki Hori, Toshihiro Matsui

    　More details

    Event date： 2022.03

    Language：Japanese   Presentation type：Oral presentation (general)  

  • A Study on Evolutionary Algorithm with Decentralized Management of Solution Sets for Distributed Constraint Optimization Problem

    Toshihiro Matsui

    　More details

    Event date： 2022.03

    Language：Japanese   Presentation type：Oral presentation (general)  

  • Study on Applying Decentralized Evolutionary Algorithm to Asymmetric Multi-objective DCOPs with Fairness and Worst Case International conference

    Toshihiro Matsui

    14th International Conference on Agents and Artificial Intelligence (ICAART 2022) 

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    Event date： 2022.02

    Language：English   Presentation type：Oral presentation (general)  

  • マルチエージェント強化学習の差分報酬近似手法における推定報酬の学習の改良

    中嶋 亮太, 松井 俊浩

    情報処理学会 第205回知能システム研究発表会/SMASH22 Winter Symposium 

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    Event date： 2022.02

    Language：Japanese   Presentation type：Oral presentation (general)  

  • A Study on Applying Decentralized Constraint Optimization to Mobile Sensor Teams with Range Sensors International conference

    Toshihiro Matsui

    5th International Conference on Advances in Artificial Intelligence (ICAAI 2020) 

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    Event date： 2021.11

    Language：English   Presentation type：Oral presentation (general)  

  • 距離情報に基づく観測と位置推定のための複数移動センサによる観測タスクへの非集型制約最適化の適用の一検討

    松井 俊浩

    2021年度人工知能学会全国大会(第35回) 

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    Event date： 2021.06

    Language：Japanese   Presentation type：Oral presentation (general)  

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Awards

  • Honorable Mention Award

    2022.07   12th International Congress on Advanced Applied Informatics (IIAI-AAI)/11th Intl. Conf. on Smart Computing and Artificial Intelligence   Applying Reward Design Based on Payment Mechanism to Shaped-Reward DQN for Beer Game

    Masaaki Hori, Toshihiro Matsui

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    Award type：Award from international society, conference, symposium, etc. 

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Scientific Research Funds Acquisition Results

  • 全体最適と個人最適を両立させ る分散協調問題解決

    Grant number：22H03647  2022.04 - 2025.03

    科学研究費補助金  基盤研究(B)

    平山勝敏,沖本天太,松井俊浩

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    Authorship：Coinvestigator(s)  Grant type：Competitive

  • 利用者間合意形成における情報提供と効用をトレードオフする非集中型最適化基盤

    Grant number： 19K12117  2019.04 - 2022.03

    科学研究費補助金  基盤研究(C)

    松井俊浩

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    Authorship：Principal investigator  Grant type：Competitive

  • 多数の参加者の選好を考慮する多目的最適化と協調問題解決および制度設計手法の融合

    Grant number：16K00301  2016.04 - 2019.03

    科学研究費補助金  基盤研究(C)

    松井俊浩

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    Authorship：Principal investigator  Grant type：Competitive

  • 大規模分散共有資源の最適化に向けた協調問題解決アルゴリズムの高度化

    Grant number：25330257  2013.04 - 2016.03

    科学研究費補助金  基盤研究(C)

    松井俊浩

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    Authorship：Principal investigator  Grant type：Competitive

  • 動的環境における応用システムのための分散協調問題解決処理系の生成手法

    Grant number：22700144  2010.04 - 2013.03

    科学研究費補助金  若手研究(B)

    松井俊浩

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    Authorship：Principal investigator  Grant type：Competitive

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Other External Funds

  • 能動的環境とタスク経路計画を融合した適応的マルチエージェント搬送システム

    2022.12 - 2023.11

    公益財団法人中部科学技術センター  第33回令和4年度「人工知能研究助成」 

    松井俊浩

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    Authorship：Principal investigator  Grant type：Competitive

  • 協調問題解決手法に基づく移動センサ群による構内観測のための動的ネットワーク

    2018.10 - 2021.09

    民間財団等  公益財団法人 立松財団 研究助成 

    松井俊浩

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    Grant type：Competitive

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Committee Memberships

  • 13th IIAI International Congress on Advanced Applied Informatics/12th International Conference on Smart Computing and Artificial Intelligence (SCAI 2022-Winter) Program Committee   PC member  

    2022.08 - 2023.10   

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    Committee type：Academic society

  • 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022) OS-AIR Program Committee   PC member  

    2022.07 - 2022.10   

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    Committee type：Academic society

  • 15th International Conference on Agents and Artificial Intelligence (ICAART 2023) Program Committee   PC member  

    2022.05 - 2023.02   

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    Committee type：Academic society

  • 12th IIAI International Congress on Advanced Applied Informatics/11th International Conference on Smart Computing and Artificial Intelligence (SCAI 2022) Program Committee   PC member  

    2022.05 - 2022.07   

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    Committee type：Academic society

  • The 6th International Conference on Advances in Artificial Intelligence (ICAAI 2022) Program Committee   PC member  

    2022.03 - 2022.10   

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    Committee type：Academic society

  • The 20th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 22) Program Committee   PC member  

    2022.01 - 2022.07   

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    Committee type：Academic society

  • 11th International Congress on Advanced Applied Informatics (IIAI AAI 2021 Winter Congress) Program Committee   PC member  

    2021.11 - 2021.12   

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    Committee type：Academic society

  • 36th AAAI Conference on Artificial Intelligence (AAAI-22) Program Committee   PC member  

    2021.08 - 2022.03   

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    Committee type：Academic society

  • 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021) OS-AIR Program Committee   PC member  

    2021.07 - 2021.10   

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    Committee type：Academic society

  • 19th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 21) Program Committee   PC member  

    2021.04 - 2021.10   

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    Committee type：Academic society

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