Yuu Jinnai


Ph.D. student at the Department of Computer Science at Brown University
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Yuu Jinnai

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Affiliation

Biography

Research Interests

Artificial Intelligence, Reinforcement Learning, Deep Learning, Classical Planning, Heuristic Search, Parallel Search

Publications

aaai-19 Abel D, Arumugam D, Asadi K, Jinnai Y, Littman M, Wong L. S. 2019. State Abstraction as Compression in Apprenticeship Learning. Proc. 33rd AAAI Conference on Artificial Intelligence (AAAI-19). To appear.
options (Preprint) Jinnai Y, Abel D, Hershkowitz E, Littman M, Konidaris G. 2018. Finding Options that Minimize Planning Time. arXiv 1810.07311. PAPER SLIDES
alphaX (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. PAPER
icml-18 Abel D*, Jinnai Y*, Guo Y, Konidaris G, Littman M. 2018. Policy and Value Transfer for Lifelong Reinforcement Learning. Proc. 35th International Conference on Machine Learning. *These authors contributed equally to this work. PAPER POSTER CODE TALK by D. Abel
book 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. BOOK
hsdip 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
aaai-17 Jinnai Y, Fukunaga A. 2017. Learning to Prune Dominated Action Sequences in Online Black-box Planning. Proc. 31st AAAI Conference on Artificial Intelligence (AAAI-17) PAPER SLIDES CODE
jair-17 Jinnai Y, Fukunaga A. 2017. On Hash-Based Work Distribution Methods for Parallel Best-First Search. Journal of Artificial Intelligence Research (JAIR). PAPER CODE
pastar-survey (Preprint) Fukunaga A., Botea A, Jinnai Y., Kishimoto A. 2017. A Survey of Parallel A*. arXiv 1708.05296 PAPER
icaps-16 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
aaai-16 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)

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