Assessing Interaction Dynamics in the Context of Robot Programming by Demonstration

Ana Lucia Pais, Brenna Dee Argall, Aude G. Billard

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

In this paper we focus on human-robot interaction peculiarities that occur during programming by demonstration. Understanding what makes the interaction rewarding and keeps the user engaged helps optimize the robot's learning. Two user studies are presented. The first one validates facially displayed expressions on the iCub robot. The best recognized displays are then used in a second study, along with other ways of providing feedback during teaching a manipulation task to a robot. We determine the preferred and more effective way of providing feedback in relation to the robot's tactile sensing, in order to improve the teaching interaction and to keep the users engaged throughout the interaction.

Original languageEnglish (US)
Pages (from-to)477-490
Number of pages14
JournalInternational Journal of Social Robotics
Volume5
Issue number4
DOIs
StatePublished - Nov 2013

Funding

Acknowledgements The research leading to these results has received funding from the Swiss National Science Foundation through the NCCR in Robotics, the European Community’s Seventh Frame-work Program FP7/2007-2013—Challenge 2—Cognitive Systems, Interaction, Robotics—under grant agreement no[231500]-[ROBOSKIN], and the European Union Seventh Framework Programme FP7/2007-2013 under grant agreement no 288533 ROBOHOW.COG.

Keywords

  • Emotion expression
  • Incremental learning
  • Interaction dynamics
  • Robot facial displays
  • Robot programming by demonstration

ASJC Scopus subject areas

  • General Computer Science

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