Faculty - MATSUI Tohgoroh |

（Last updated : 2026-02-12 10:18:36）

MATSUI Tohgoroh

Department / Course

College of Life and Health Sciences Department of Clinical Engineering

Office for the Coordination of Clinical Practicums Center for Clinical Engineering Practicum Support

College of Engineering Department of Computer Science

Graduate School of Life and Health Sciences Department of Biomedical Sciences

Graduate School of Engineering Department of Computer Science

Job Professor

Education and Degrees
1997/04～2003/03	Doctoral Program (2nd Semester) Graduate School, Division of Engineering Nagoya Institute of Technology Finished Ph.D. in Engineering

Present specialized field
Intelligent informatics

Book and thesis
Papers	Applying Reinforcement Learning to Dynamic Difficulty Adjustment in Endless Games Proceedings of the 31st International Symposium on Artificial Life and Robotics (AROB 31st 2026) (Co-authored) 2026/01/23
Papers	Improving Success Probability Estimation using a Weighted Loss Function and Frame Stacking in Safe Deep Reinforcement Learning Proceedings of the 31st International Symposium on Artificial Life and Robotics (AROB 31st 2026) (Co-authored) 2026/01/21
Papers	Symbolic Music Classification Using MIDI2vec with Temporal Information Proceedings of the 31st International Symposium on Artificial Life and Robotics (AROB 31st 2026) (Co-authored) 2026/01/21
Papers	Learning to Avoid Multiple Moving Obstacles Using Artificial Dangerous Fields Proceedings of the 2025 IEEE International Conference on Agentic AI (ICA 2025) (Co-authored) 2025/12/05
Papers	The Effect of Fact-Checking Using a Model Considering Facts and Opinions Proceedings of the 2025 IEEE 14th Global Conference on Consumer Electronics (IEEE GCCE 2025) (Co-authored) 2025/09/25
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Lecturer and lecture
2017	The impact of Machine Intelligence on Investment Management, パネルディスカッション

Research topic, funded research, and department laboratory expense
2022/04 ～ 2025/03	A Fundamental Study on Reinforcement Learning for Combinatorial Optimization Based on Constraint Satisfaction Probabilities Grant-in-Aid for Scientific Research (C)
2011 ～ 2012	A Study on Reinforcement Learning for Analyzing Temporal Data in Finance Grant-in-Aid for Young Scientists (B)
2009 ～ 2010	A Study on Economic Information Extraction and Decision Support for Financial Market Analysis Grant-in-Aid for Scientific Research on Priority Areas
2006 ～ 2008	Fold prediction from protein of one-dimensional structure using inductive logic programming Grant-in-Aid for Scientific Research (C)

Winning science prize
2025/10	IEEE (Institute of Electrical and Electronics Engineers) IEEE GCCE 2025 Oral Presentation Award (The Effect of Fact-Checking Using a Model Considering Facts and Opinions)
2011	Japanese Society for Artificial Intelligence (JSAI) JSAI Incentive Award
2009	Japanese Society for Artificial Intelligence (JSAI) JSAI Incentive Award
2002	Information Processing Society of Japan IPSJ Tokai Section Student Award