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物体受け渡しarXiv:2007.12952

物体の受け渡し:ロボティクスにおけるレビュー

Object Handovers: a Review for Robotics

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人間とロボットの物体受け渡し研究を、受け渡し前段階と物理的交換の2段階に分け、与え手・受け手双方のロボット研究の現状と評価指標を整理したレビュー。

著者: Valerio Ortenzi, Akansel Cosgun, Tommaso Pardi, Wesley Chan, Elizabeth Croft, Dana Kulic

分類: cs.RO, cs.SY, eess.SY

原文アブストラクト

This article surveys the literature on human-robot object handovers. A handover is a collaborative joint action where an agent, the giver, gives an object to another agent, the receiver. The physical exchange starts when the receiver first contacts the object held by the giver and ends when the giver fully releases the object to the receiver. However, important cognitive and physical processes begin before the physical exchange, including initiating implicit agreement with respect to the location and timing of the exchange. From this perspective, we structure our review into the two main phases delimited by the aforementioned events: 1) a pre-handover phase, and 2) the physical exchange. We focus our analysis on the two actors (giver and receiver) and report the state of the art of robotic givers (robot-to-human handovers) and the robotic receivers (human-to-robot handovers). We report a comprehensive list of qualitative and quantitative metrics commonly used to assess the interaction. While focusing our review on the cognitive level (e.g., prediction, perception, motion planning, learning) and the physical level (e.g., motion, grasping, grip release) of the handover, we briefly discuss also the concepts of safety, social context, and ergonomics. We compare the behaviours displayed during human-to-human handovers to the state of the art of robotic assistants, and identify the major areas of improvement for robotic assistants to reach performance comparable to human interactions. Finally, we propose a minimal set of metrics that should be used in order to enable a fair comparison among the approaches.

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