A brief review of affordance in robotic manipulation research

Natsuki Yamanobe, Weiwei Wan, Ixchel G. Ramirez-Alpizar, Damien Petit, Tokuo Tsuji, Shuichi Akizuki, Manabu Hashimoto, Kazuyuki Nagata, Kensuke Harada

    研究成果: Article査読

    28 被引用数 (Scopus)

    抄録

    This paper presents a brief review of affordance research in robotics, with special concentrations on its applications in grasping and manipulation of objects. The concept of affordance could be a key to realize human-like advanced manipulation intelligence. First, we discuss the concept of affordance while associating with the applications in robotics. Then, we intensively explore the studies that utilize affordance for robotic manipulation applications, such as object recognition, grasping, and object manipulation including tool-use. They obtain and use affordance by several ways like learning from human, using simulation, and real-world execution. Moreover, we show our current work, which is a cloud database for advanced manipulation intelligence. The database accumulates various data related to manipulation task execution and will be an open platform to leverage various affordance techniques.

    本文言語English
    ページ(範囲)1086-1101
    ページ数16
    ジャーナルAdvanced Robotics
    31
    19-20
    DOI
    出版ステータスPublished - 2017 10月 18

    ASJC Scopus subject areas

    • 制御およびシステム工学
    • ソフトウェア
    • 人間とコンピュータの相互作用
    • ハードウェアとアーキテクチャ
    • コンピュータ サイエンスの応用

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