Search Results for author: Kazeto Yamamoto

Found 4 papers, 0 papers with code

Optimization of Information-Seeking Dialogue Strategy for Argumentation-Based Dialogue System

no code implementations26 Nov 2018 Hisao Katsumi, Takuya Hiraoka, Koichiro Yoshino, Kazeto Yamamoto, Shota Motoura, Kunihiko Sadamasa, Satoshi Nakamura

It is required that these systems have sufficient supporting information to argue their claims rationally; however, the systems often do not have enough of such information in realistic situations.

Hierarchical Reinforcement Learning with Abductive Planning

no code implementations28 Jun 2018 Kazeto Yamamoto, Takashi Onishi, Yoshimasa Tsuruoka

One potential solution to this problem is to combine reinforcement learning with automated symbol planning and utilize prior knowledge on the domain.

Hierarchical Reinforcement Learning reinforcement-learning +1

Translating MFM into FOL: towards plant operation planning

no code implementations19 Jun 2018 Shota Motoura, Kazeto Yamamoto, Shumpei Kubosawa, Takashi Onishi

This paper proposes a method to translate multilevel flow modeling (MFM) into a first-order language (FOL), which enables the utilisation of logical techniques, such as inference engines and abductive reasoners.

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