Search Results for author: Shingo Murata

Found 3 papers, 0 papers with code

World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges

no code implementations14 Jan 2023 Tadahiro Taniguchi, Shingo Murata, Masahiro Suzuki, Dimitri Ognibene, Pablo Lanillos, Emre Ugur, Lorenzo Jamone, Tomoaki Nakamura, Alejandra Ciria, Bruno Lara, Giovanni Pezzulo

Therefore, in this paper, we clarify the definitions, relationships, and status of current research on these topics, as well as missing pieces of world models and predictive coding in conjunction with crucially related concepts such as the free-energy principle and active inference in the context of cognitive and developmental robotics.

Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation

no code implementations ICCV 2021 Kai-Hung Chang, Chin-Yi Cheng, Jieliang Luo, Shingo Murata, Mehdi Nourbakhsh, Yoshito Tsuji

Volumetric design is the first and critical step for professional building design, where architects not only depict the rough 3D geometry of the building but also specify the programs to form a 2D layout on each floor.

Detecting Features of Tools, Objects, and Actions from Effects in a Robot using Deep Learning

no code implementations23 Sep 2018 Namiko Saito, Kitae Kim, Shingo Murata, Tetsuya OGATA, Shigeki SUGANO

We confirm that the robot is capable of detecting features of tools, objects, and actions by learning the effects and executing the task.

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