Sotetsu KOYAMADA

I am a Ph.D. candidate at Kyoto University. Also, I belong to Recruit Holdings Co., Ltd. as machine learning engieneer and National Institute of Advanced Industrial Science and Technology (AIST) as research assistant.
More details can be found in my cv.

Research interests

My primary research interest is reinforcement learning, and I am particularly interested in both theoretical and practical interface between its algorithms and other fields of machine learning. I am also interested in neural networks, natural language processing, and sensitivity analysis in general as well.

Contact

Reinforcement learning book is now available (in Japanese)

This book is the Japanese translation of “Algorithms for Reinforcement Learning” by C. Szepesvári, published on Sep 21, 2017. I managed the entire translation project and wrote an additional chapter about deep reinforcement learning. The explained algorithms and techniques include DQN, double DQN, dueling architecture, prioritized experience replay, A3C, TRPO, GAE, and AlphaGo. [Kyoritsu Shuppan, Amazon.co.jp]

Education

Professional experience

Research

Books

Publications (refereed)

Pre-prints (not refereed)

Conference, workshop and other Events (not refereed)

Skills

Certificates

Interview

Teaching

Blog