Rchr
J-GLOBAL ID:200901057025221362   Update date: Oct. 05, 2020

Miyazaki Kazuteru

ミヤザキ カズテル | Miyazaki Kazuteru
Affiliation and department:
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  (20):
  • 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
  • 2009 - 2011 Reinforcement Learning of Action Strategies and Joint Stiffness of Tendon-driven Biped Robot
  • 2007 - 2009 Quality Assurance and Global Competency of Japanese Master's Program Education in the Era of Change
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Papers (47):
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MISC (95):
  • Kazuteru Miyazaki. Classification of Medical Data using Character-level CNN. The 3rd International Conference on Information Science and Systems (ICISS 2020). 2020
  • KODAMA Naoki, HARADA Taku, MIYAZAKI Kazuteru. Deep Reinforcement Learning with Dual Targeting Algorithm. International Joint Conference on Neural Networks 2019 (IJCNN2019). 2019
  • MIYAZAKI Kazuteru, TAKAHASHI Nozomi, MORI Rie. Research on Consistency between Diploma Policies and Nomenclature of Major Disciplines : Deep Learning Approach. 2019 7th International Conference on Information and Education Technology (ICIET2019). 2019
  • MIYAZAKI Kazuteru, IDA Masaaki. Consistency Assessment between Diploma Policy and Curriculum Policy using Character-level CNN. Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2018). 2018
  • KODAMA Naoki, MIYAZAKI Kazuteru, HARADA Taku. A Proposal for Reducing the Number of Trial-and-Error Searches for Deep Q-Networks Combined with Exploitation-Oriented Learning. 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA2018). 2018. 983-988
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Books (4):
  • 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
  • On development of a course classification support system using syllabus data (jointly worked)
    Computational Engineering I 2004
Lectures and oral presentations  (103):
  • 深層強化学習を利用したドライバーの眠気防止システムに関する一考察
    (2020)
  • Profit Sharingによる方策の直接強化手法の提案
    (2020)
  • 意識的意思決定システムへの深層強化学習の適用可能性に関する一考察
    (計測自動制御学会 システム・情報部門 学術講演会2019 2019)
  • 経験強化型学習によるAngry Birds AI Competitionへの挑戦
    (計測自動制御学会 システム・情報部門 学術講演会2019 2019)
  • Character-level CNNを用いたディプロマ・ポリシーマッチングテストの大規模調査結果との比較
    (計測自動制御学会 システム・情報部門 学術講演会2019 2019)
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Education (2):
  • - 1996 Tokyo Institute of Technology
  • - 1991 Meiji University
Professional career (2):
  • Doctor of Engineering (Tokyo Institute of Technology)
  • Master of Engineering (Tokyo Institute of Technology)
Work history (12):
  • 2016/04 - 現在 National Institution for Academic Degrees and Quality Enhancement of Higher Education
  • 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
  • 2011/04 - 2016/03 National Institution for Academic Degrees and Quality Enhancement of Higher Education
  • 2007/04 - 2011/03 National Institution for Academic Degrees and Quality Enhancement of Higher Education
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Committee career (12):
  • 2017/04 - 現在 電気学会 実社会システムの高度なAI化を目指した機械学習技術応用協同研究委員会 委員
  • 2016/04 - 現在 電気学会 エージェントとの共創的な相互作用のモデル化に向けた機械学習技術協同研究委員会 委員
  • 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
  • 2018/08 - 2019/06 独立行政法人日本学術振興会 特別研究員等審査会専門委員、卓越研究員候補者選考委員会書面審査員及び国際事業委員会書面審査員・書面評価員
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Awards (5):
  • 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
  • 1991 - 日本機械学会 畠山賞
Association Membership(s) (7):
The Institute of Electrical Engineers of Japan ,  The robotics society of Japan ,  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
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