Researcher Database - KANAZAWA TAKUYA | Kobe Gakuin University

（Last updated : 2026-03-16 14:19:11）

KANAZAWA TAKUYA

Department / Course

Kobe Gakuin University The Faculty of Business Administration Department of Business Administration

Job Associate Professor

Academic background
2002/04～2006/03	Department of Physics School of Science The University of Tokyo Graduated
2006/04～2008/03	Master Program Department of Physics Graduate School of Science The University of Tokyo Finished
2008/04～2011/03	Doctoral Program Department of Physics Graduate School of Science The University of Tokyo Finished
	The University of Tokyo

Business career
2011/04 ～ 2012/03	Alexander von Humboldt Foundation Research Fellow Regensburg University Department of Physics
2012/04 ～ 2013/03	Associate Editor in Computer Science Springer Japan KK Editorial department
2013/04 ～ 2013/08	Research fellow The University of Tokyo Department of physics
2013/09 ～ 2017/12	Researcher RIKEN Interdisciplinary Theoretical Science research group
2018/01 ～ 2024/03	Chief Researcher Hitachi, Ltd. R&D Group
Display All（7）

Qualification and license
2018/12/17	Japan Statistical Society Certificate First Class

Book and thesis
2023/09	Papers	Knowledge-enhanced reinforcement learning for multi-machine integrated production and maintenance scheduling Computers & Industrial Engineering 185 (109631),pp.1-13 (Co-authored)
2023/09	Papers	Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning Proceedings of the 32nd International Conference on Artificial Neural Networks (ICANN 2023), Lecture Notes in Computer Science 14259,pp.63-76 (Co-authored)
2022/10	Papers	Sample-based Uncertainty Quantification with a Single Deterministic Neural Network Proceedings of the 14th International Joint Conference on Computational Intelligence (IJCCI 2022) 1,pp.292-304 (Co-authored)
2022/07	Papers	One-Parameter Family of New Acquisition Functions for Efficient Global Optimization Proceedings for the 2022 International Joint Conference on Neural Networks (IJCNN 2022),pp.1-8 (Sole-authored)
2022/07	Papers	Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control Proceedings of the 2022 International Joint Conference on Neural Networks (IJCNN 2022),pp.1-10 (Co-authored)
Display All（54）

Academic conference presentation
2025/11/12	Analysis of Ensemble Projection Techniques for Multidimensional Uncertainty Quantification (The 28th Information-Based Induction Sciences Workshop (IBIS 2025))
2025/03/14	A study on uncertainty and reliability of machine learning models (IEICE Technical Committee on Reliability Conference)
2023/09	Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning (The 32nd International Conference on Artificial Neural Networks (ICANN 2023))
2022/10	Sample-based Uncertainty Quantification with a Single Deterministic Neural Network (The 14th International Conference on Neural Computation Theory and Applications (IJCCI/NCTA 2022))
2022/07	One-Parameter Family of New Acquisition Functions for Efficient Global Optimization (The 2022 International Joint Conference on Neural Networks (IJCNN 2022))
Display All（7）

Research topic, funded research, and department laboratory expense
2013 ～ 2014	Nonperturbative study of QCD in extreme conditions Research by External Competitive Fund Grant-in-Aid for Research Activity Start-up
2009 ～ 2010	Study of nonperturbative QCD based on the center-vortex mechanism Research by External Competitive Fund Grant-in-Aid for JSPS Fellows

Present specialized field
keyword(Machine Learning、Deep Reinforcement Learning、Nonlinear Optimization)

Winning science prize
2022/10	The 14th International Conference on Neural Computation Theory and Applications (NCTA/IJCCI) Best Paper Award
2015/03	Elementary Particle Physics Group 第9回素粒子メダル奨励賞
2011/03	The Physical Society of Japan Young Researcher Award in Elementary Particle Physics
2011/03	The University of Tokyo 東京大学理学系研究科研究奨励賞

Acquisition patent
	ユーザに提案する材料を決定するシステム（7398334）
	材料特性予測装置および材料特性予測方法（7353874）
	材料の特性値を推定するシステム（7339924）
	材料の特性値を推定するシステム（7339923）
	報告書執筆支援システム、報告書執筆支援方法（7321959）
Display All（14）

Teaching Experiences
Data Analytics 2 （Kobe Gakuin University）
Data Analytics 1 （Kobe Gakuin University）

Belonging society
	The Japanese Society for Artificial Intelligence

Activity in society
2024/05/01 ～ 2024/10/31	The 27th European Conference on Artificial Intelligence (ECAI 2024) Program Committee
2023/04 ～ 2023/10	The ECAI Multi-Objective Decision Making Workshop (MODeM 2023) Program Committee
2017/03/04 ～ 2017/03/04	RIKEN iTHES Kobe Quantum Physics Workshop Organizer