I am a second year master’s student at Kyoto University, working in Reinforcement Learning & Inverse Reinforcement Learning. I am particularly interested in reward design, which is a challenging problem in Reinforcement Learning. My publications are summarized in google scholar(left botton).

Education

• Kyoto University, Japan, (April 2021 - )
  • Master of Informatics
• Waseda University, Japan, (April 2017 - March 2021)
  • Bachelor of Engineering

Working Experience

Internships

• Internship, GMO Internet Group, (August 2021 - September 2021)
  • I developed a random forest method and treated incomplete data.
• Research Internship, Crystal-method Co.,Ltd., (November 2018 - November 2019)
  • I developed various anomaly detection methods using machine learning, and contributed to 2 papers.

Teaching Assistants

• Logic circuit, Kyoto University (October 2020 - January 2021)
  • The course implements a simple calculator using logic circuit simulator.
• Algorithm & Programing, Waseda University (November 2021 - December 2021)
  • The course tackles object-oriented programing and algorithm basics, taught with C#.

Research Assistants

• Developing Reinforcement Learning techs, Kyoto University (May 2022 - )