Artificial Intelligence, Reinforcement Learning, Classical Planning, Heuristic Search, Parallel Search
(Preprint) Wang L*, Zhao Y*, Jinnai Y*. 2018. AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. arXiv 1805.07440. *These authors contributed equally to this work.
Abel D*, Jinnai Y*, Konidaris G, Guo Y, Littman M. 2018. Policy and Value Transfer for Lifelong Reinforcement Learning. Proc. 35th International Conference on Machine Learning. To appear. *These authors contributed equally to this work.
Fukunaga A, Botea A, Jinnai Y, Kishimoto A. 2018. Parallel A* for State-Space Search. Handbook of Parallel Constraint Reasoning, Youssef Hamadi, Lakhdar Sais (eds.), Springer. ISBN 978-3-319-63515-6.
Jinnai Y, Fukunaga A. 2017. A Graph-Partitioning Based Approach for Parallel Best-First Search. ICAPS 2017 Workshop on Heuristic and Search for Domain-Independent Planning (HSDIP).
PAPER SLIDES POSTER CODE
(Preprint) Fukunaga A., Botea A, Jinnai Y., Kishimoto A. 2017. A Survey of Parallel A*. arXiv 1708.05296
Jinnai Y, Fukunaga A. 2016. Automated Creation of Efficient Work Distribution Functions for Parallel Best-First Search. Proc. 19th International Conference on Automated Planning and Scheduling (ICAPS-16)
PAPER SLIDES VIDEO CODE
Jinnai Y, Fukunaga A. 2016. Abstract Zobrist Hashing: An Efficient Work Distribution Method for Parallel Best-First Search. Proc. 30th AAAI Conference on Artificial Intelligence (AAAI-16)
PAPER POSTER CODE (PDDL) CODE (sliding-tile, path-finding, MSA)
2016 Winter Semester
Teaching assistant of Terakoya program at the University of Tokyo. Terakoya is a program for undergraduate students with little background on mathematics or computer science. (Terakoya is named after the private elementary schools in the Edo period in Japan.)
2016 Summer Semester
I was working as a teaching assistant (TA) for information engineering at the University of Tokyo.
2015 Winter Semester
I was teaching graph theory with flip-teaching style in Terakoya program.
2015 Summer Semester
I was a teaching assistant (TA) for first year seminar for science student at the University of Tokyo. I was a teaching assistant (TA) for information engineering at the University of Tokyo.