MATSUI Tohgoroh

Profile

Place of Birth	Mie Pref.
Title	Professor
Belong to	Dept. of Clinical Engineering Center for Clinical Engineering Practicum Support Dept. of Computer Science Biomedical Sciences (graduate school)
Graduated	Nagoya Institute of Technology
Degree	Ph.D. in Engineering
Academic Institutional Membership	JSAI IPSJ AAAI ACM
Field of Study	Artificial Intelligence, Data Mining, Machine Learning, Reinforcement Learning
Research, Studies	Healthcare data analytics, Financial data analytics

Academic Papers, Critique

Running Reinforcement Learning Agents on GPU for Many Simulations of Two-Person Simultaneous Games. Koichi Moriyama, Yoshiya Kurogi, Atsuko Mutoh, Tohgoroh Matsui, and Nobuhiro Inuzuka. Proceedings of the 4th IEEE International Conference on Agents (IEEE ICA), 6 pages (2019)

Safe Reinforcement Learning in Continuous State Spaces. Takumi Umemoto, Tohgoroh Matsui, Atsuko Mutoh, Koichi Moriyama, and Nobuhiro Inuzuka. Proceedings of the 8th IEEE Global Conference on Consumer Electronics (IEEE GCCE), pp. 411-415 (2019)

Multi-objective safe reinforcement learning: the relationship between multi-objective reinforcement learning and safe reinforcement learning. Naoto Horie, Tohgoroh Matsui, Koichi Moriyama, Atsuko Mutoh, Nobuhiro Inuzuka. Artificial Life and Robotics 24:352-359 (2019)

Multiobjective Reinforcement Learning Using Success Probabilities and Rewards. Naoto Horie, Tohgoroh Matsui, Koichi Moriyama, Atsuko Mutoh, Nobuhiro Inuzuka. The Twenty-Third International Symposium on Artificial Life and Robotics 2018 (AROB 23rd 2018), GS12-1, pp. 246-249 (2018)

A model of friendship networks based on social network analysis. Atsuko Mutoh, Yuta Imura, Ryumaru Kato, Tohgoroh Matsui, Nobuhiro Inuzuka. Artificial Life and Robotics, Vol. 21, No. 2, pp. 165-170 (2016)

Concept Lattice Reduction Using Attribute Inference. Hayato Ishigure, Atsuko Mutoh, Tohgoroh Matsui, Nobuhiro Inuzuka. 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE 2015), 15756588 (2015)

Clustering Mutual Funds Based on Investment Similarity. Takumasa Sakakibara, Tohgoroh Matsui, Atsuko Mutoh, Nobuhiro Inuzuka. Procedia Computer Science, Vol 60, pp. 881-890 (2015)

Lectures, Symposium, Presentation

The impact of Machine Intelligence on Investment Management, Daiwa Investment Conference Tokyo 2017, Panel Discussion (2017)

Awards

JSAI Incentive Award (2009)

IPSJ Tokai Section Student Award (2002)