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J-GLOBAL ID：200901057025221362   Update date: Oct. 16, 2024

Miyazaki Kazuteru

ミヤザキ カズテル | Miyazaki Kazuteru
Affiliation and department：
National Institution for Academic Degrees and Quality Enhancement of Higher Education Department of Assessment and Research for Degree Awarding

About National Institution for Academic Degrees and Quality Enhancement of Higher Education Department of Assessment and Research for Degree Awarding


Job title： Associate Professor
Homepage URL  (1)： http://www7b.biglobe.ne.jp/~kazuteru/index.html
Research field  (4)： Intelligent informatics ,  Soft computing ,  Mechanics and mechatronics ,  Robotics and intelligent systems
Research keywords  (7)： Text Mining ,  Deep Reinforcement Learning ,  Artificial Intelligence ,  強化学習 ,  機械学習 ,  Reinforcement Learning ,  Machine Learning
Research theme for competitive and other funds  (14)：
  • 2021 - 2027 ありえた生体高分子ネットワークを創出するBioDOSの構築
  • 2021 - 2024 Research on the innovative evolution of deep reinforcement learning based on the profit sharing principle and its application to real problems
  • 2017 - 2020 Research on the Development of New Machine Learning Methods Combining Exploitation-oriented Learning and Deep Learning
  • 2014 - 2016 Theory and Applications of Exploitation-oriented Learning XoL in Multi-agent Systems
  • 2010 - 2012 Progressive research on the exploitation-oriented learning XoL
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Papers (56)：
  • Kazuteru Miyazaki. Enhanced Naive Agent in Angry Birds AI Competition via Exploitation-Oriented Learning. Journal of Robotics and Mechatronics. 2024. 36. 3. 580-588
  • Kazuteru Miyazaki, Masaaki Ida. Performance evaluation of character-level CNNs using tweet data and analysis for weight perturbations. Artificial Life and Robotics. 2024
  • Kazuteru Miyazaki, Shu Yamaguchi, Rie Mori, Yumiko Yoshikawa, Takanori Saito, Toshiya Suzuki. Proposal of a Course-Classification Support System Using Deep Learning and its Evaluation When Combined with Reinforcement Learning. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2024. 28. 2. 454-467
  • Kazuteru Miyazaki, Hitomi Miyazaki. Suppression of negative tweets using reinforcement learning systems. Cognitive Systems Research. 2024. 84
  • Naoki Kodama, Taku Harada, Kazuteru Miyazaki. Traffic Signal Control System Using Deep Reinforcement Learning With Emphasis on Reinforcing Successful Experiences. IEEE Access. 2022. 10. 128943-128950
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MISC (114)：
  • Masayuki Yamamura, Ryoji Sekine, Kazuteru Miyazaki, Sota Okuda, Naoki Kodama, Daisuke Kiga. Rule-based generation of synthetic genetic circuits. Proc. of the 15th International Workshop on Bio-Design Automation (IWBDA 2023). 2023
  • Kazuteru Miyazaki, Shu Yamaguchi, Rie Mori, Yumiko Yoshikawa, Takanori Saito, Toshiya Suzuki. Proposal and Evaluation of a Course-Classification-Support System Emphasizing Communication with the Sub-committees Within the Committee of Validation and Examination for Degrees. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 2023. 123-130
  • Kazuteru Miyazaki, Masaaki Ida. Effectiveness of Character-level CNN and its Examination of Perturbation for Weights. 28th International Symposium on Artificial Life and Robotics (AROB 28th 2023). 2023
  • Kazuteru Miyazaki. Modeling of placebo effect in stochastic reward tasks by reinforcement learning. Procedia Computer Science. 2022. 213. 255-262
  • Daisuke Kiga, Kazuteru Miyazaki, Shoya Yasuda, Ritsuki Hamada, Sota Okuda, Ryoji Sekine, Naoki Kodama, Masayuki Yamamura. Rule-based generation of synthetic genetic circuits. 14th International Workshop on Bio-Design Automation (IWBDA 2022). 2022. 75-76
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Books (3)：
  • これからの強化学習
    2016
  • 新しい学士を目指して - 実践的学習のガイドブック -,
    株式会社ぎょうせい 2008
  • On development of a course classification support system using syllabus data (共著)
    Computational Engineering I 2004
Lectures and oral presentations  (126)：
  • Competencies to Be Cultivated in Higher Education and Their Evaluation in the Era of Generative AI: Through the Experiences With Self-Study Degree-Awarding Program in NIAD-QE
    (he 15th Higher Education International Conference, ARTIFICIAL INTELLIGENCE AND PEDAGOGICAL TRANSFORMATION: IMPLICATIONS FOR HIGHER EDUCATION QUALITY ASSURANCE 2023)
  • 機械学習手法を利用したBioDOS にとって有用な論文の発見
    (電気学会 システム/制御合同研究会 2023)
  • 意識的意思決定システムのマルチエージェント環境下への拡張
    (計測自動制御学会 システム・情報部門 学術講演会 2023 2023)
  • Suppression of Negative Tweets using Reinforcement Learning Systems in a Multi-Agent Environment
    (2023 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, the 14th Annual Meeting of the BICA Society (BICA*AI 2023) 2023)
  • マルチエージェント環境下における強化学習を用いたネガティブツイートの抑制
    (第50回知能システムシンポジウム 2023)
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Education (2)：
  • - 1996 Tokyo Institute of Technology Interdisciplinary Graduate School of Science and Engineering
  • - 1991 Meiji University
Professional career (2)：
  • Doctor of Engineering (Tokyo Institute of Technology)
  • Master of Engineering (Tokyo Institute of Technology)
Work history (11)：
  • 2020/10 - 現在 National Institution for Academic Degrees and Quality Enhancement of Higher Education Research Department Professor
  • 2013/04 - 現在 Meiji University of Science and Technology, Graduate School
  • 2001/10 - 現在 Meiji University School of Science and Technology, Department of Mechanical Engineering Informatics
  • 2016/04 - 2020/10 National Institution for Academic Degrees and Quality Enhancement of Higher Education
  • 2011/04 - 2016/03 National Institution for Academic Degrees and Quality Enhancement of Higher Education
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Committee career (20)：
  • 2022/03 - 現在 電気学会 次世代人工知能社会の実現を指向した機械学習技術調査専門委員会 委員
  • 2020/09 - 現在 Journal of Advanced Computational Intelligence and Intelligent Informatics Associate Editor
  • 2009 - 現在 Journal of Advanced Computational Intelligence and Intelligent Informatics Editor
  • 2004/04 - 現在 計測自動制御学会 知能工学部会 運営委員
  • 2020/01 - 2021/12 電気学会 超知能化機械学習委員会 委員
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Awards (6)：
  • 2023/11 - The Society of Instrument and Control Engineers SSI Excellent Paper Award
  • 2017/09 - 電気学会 平成28年度 電子・情報・システム部門誌 優秀論文賞
  • 1998 - 1997年度計測自動制御学会 学術奨励賞
  • 1996 - IIZUKA96 BEST PAPER AWARD
  • 1995 - 1994年度人工知能学会論文賞
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Association Membership(s) (9)：
The Institute of Electrical Engineers of Japan ,  The robotics society of Japan ,  電子情報通信学会 ,  Japanese Association of Higher Education Research ,  Information Processing Society of Japan ,  The Japan Society of Mechanical Engineers ,  The Society of Instrument and Control Engineers ,  The Japanese Society for Artificial Intelligence ,  Institute of Electrical and Electronics Engineers (IEEE)
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