Human Impression of Humanoid Robots Mirroring Social Cues

Fuente: arXiv
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Autori principali: Fu, Di, Abawi, Fares, Allgeuer, Philipp, Wermter, Stefan
Natura: Preprint
Pubblicazione: 2024
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author Fu, Di
Abawi, Fares
Allgeuer, Philipp
Wermter, Stefan
author_facet Fu, Di
Abawi, Fares
Allgeuer, Philipp
Wermter, Stefan
contents Mirroring non-verbal social cues such as affect or movement can enhance human-human and human-robot interactions in the real world. The robotic platforms and control methods also impact people's perception of human-robot interaction. However, limited studies have compared robot imitation across different platforms and control methods. Our research addresses this gap by conducting two experiments comparing people's perception of affective mirroring between the iCub and Pepper robots and movement mirroring between vision-based iCub control and Inertial Measurement Unit (IMU)-based iCub control. We discovered that the iCub robot was perceived as more humanlike than the Pepper robot when mirroring affect. A vision-based controlled iCub outperformed the IMU-based controlled one in the movement mirroring task. Our findings suggest that different robotic platforms impact people's perception of robots' mirroring during HRI. The control method also contributes to the robot's mirroring performance. Our work sheds light on the design and application of different humanoid robots in the real world.
format Preprint
id arxiv_https___arxiv_org_abs_2401_12076
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Human Impression of Humanoid Robots Mirroring Social Cues
Fu, Di
Abawi, Fares
Allgeuer, Philipp
Wermter, Stefan
Robotics
Human-Computer Interaction
Mirroring non-verbal social cues such as affect or movement can enhance human-human and human-robot interactions in the real world. The robotic platforms and control methods also impact people's perception of human-robot interaction. However, limited studies have compared robot imitation across different platforms and control methods. Our research addresses this gap by conducting two experiments comparing people's perception of affective mirroring between the iCub and Pepper robots and movement mirroring between vision-based iCub control and Inertial Measurement Unit (IMU)-based iCub control. We discovered that the iCub robot was perceived as more humanlike than the Pepper robot when mirroring affect. A vision-based controlled iCub outperformed the IMU-based controlled one in the movement mirroring task. Our findings suggest that different robotic platforms impact people's perception of robots' mirroring during HRI. The control method also contributes to the robot's mirroring performance. Our work sheds light on the design and application of different humanoid robots in the real world.
title Human Impression of Humanoid Robots Mirroring Social Cues
topic Robotics
Human-Computer Interaction
url https://arxiv.org/abs/2401.12076