The Effects of Social Gaze in Human-Robot Collaborative Assembly

In this paper we explore how social gaze in an assembly robot affects how naive users interact with it. In a controlled experimental study, 30 participants instructed an industrial robot to fetch parts needed to assemble a wooden toolbox. Participants either interacted with a robot employing a simple gaze following the movements of its own arm, or with a robot that follows its own movements during tasks, but which also gazes at the participant between instructions. Our qualitative and quantitative analyses show that people in the social gaze condition are significantly more quick to engage the robot, smile significantly more often, and can better account for where the robot is looking. In addition, we find people in the social gaze condition to feel more responsible for the task performance. We conclude that social gaze in assembly scenarios fulfills floor management functions and provides an indicator for the robot’s affordance, yet that it does not influence likability, mutual interest and suspected competence of the robot.

[1]  Siddhartha S. Srinivasa,et al.  Toward seamless human-robot handovers , 2013, Journal of Human-Robot Interaction.

[2]  M. Argyle,et al.  Gaze and Mutual Gaze , 1994, British Journal of Psychiatry.

[3]  Kerstin Fischer,et al.  Effects of Different Kinds of Robot Feedback , 2013, ICSR.

[4]  Alin Albu-Schäffer,et al.  The KUKA-DLR Lightweight Robot arm - a new reference platform for robotics research and manufacturing , 2010, ISR/ROBOTIK.

[5]  Justus H. Piater,et al.  Human Smile Distinguishes between Collaborative and Solitary Tasks in Human-Robot Interaction , 2015, HRI.

[6]  Daniel Kubus,et al.  Kinesthetic Teaching in Assembly Operations - A User Study , 2014, SIMPAR.

[7]  Brian Scassellati,et al.  Robot gaze does not reflexively cue human attention , 2011, CogSci.

[8]  Sean Andrist,et al.  Conversational Gaze Aversion for Humanlike Robots , 2014, 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[9]  E. Schegloff,et al.  A simplest systematics for the organization of turn-taking for conversation , 1974 .

[10]  Ales Ude,et al.  The Karlsruhe Humanoid Head , 2008, Humanoids 2008 - 8th IEEE-RAS International Conference on Humanoid Robots.

[11]  Siddhartha S. Srinivasa,et al.  Deliberate Delays During Robot-to-Human Handovers Improve Compliance With Gaze Communication , 2014, 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[12]  Robin R. Murphy,et al.  A survey of social gaze , 2011, 2011 6th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[13]  Dana Kulic,et al.  Measurement Instruments for the Anthropomorphism, Animacy, Likeability, Perceived Intelligence, and Perceived Safety of Robots , 2009, Int. J. Soc. Robotics.

[14]  Leila Takayama,et al.  Initiating interactions in order to get help: Effects of social framing on people's responses to robots' requests for assistance , 2014, The 23rd IEEE International Symposium on Robot and Human Interactive Communication.

[15]  Patrick Gebhard,et al.  Exploring a Model of Gaze for Grounding in Multimodal HRI , 2014, ICMI.

[16]  Takayuki Kanda,et al.  Conversational gaze mechanisms for humanlike robots , 2012, TIIS.

[17]  Elisabeth André,et al.  Breaking the Ice in Human-Agent Communication: Eye-Gaze Based Initiation of Contact with an Embodied Conversational Agent , 2009, IVA.

[18]  Norman I. Badler,et al.  Look me in the Eyes: A Survey of Eye and Gaze Animation for Virtual Agents and Artificial Systems , 2014, Eurographics.

[19]  Ning Wang,et al.  Don't just stare at me! , 2010, CHI.

[20]  A. Kendon Conducting Interaction: Patterns of Behavior in Focused Encounters , 1990 .

[21]  Karon E. MacLean,et al.  Meet Me where I’m Gazing: How Shared Attention Gaze Affects Human-Robot Handover Timing , 2014, 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[22]  Rajesh P. N. Rao,et al.  "Social" robots are psychological agents for infants: A test of gaze following , 2010, Neural Networks.