Disentangling the Effects of Robot Affect, Embodiment, and Autonomy on Human Team Members in a Mixed-Initiative Task

Many future robotic scenarios will require robots to work with humans in teams. It is thus critical to ensure that those robots will be able to work effectively with humans. While various dimensions of robots such as autonomy, embodiment or interaction style have been investigated separately, no previous study has looked at those three dimensions together. In this paper, we report results from extensive experiments showing that all three dimensions interact in complex ways, thus demonstrating the insufficiency of exploring these dimensions individually. Based on the results, we conclude with suggestions for interaction designs and for future studies. Keywords-human-robot interaction; adjustable autonomy; embodiment; robot; simulation; affect; user study

[1]  Matthias Scheutz,et al.  Dynamic robot autonomy: investigating the effects of robot decision-making in a human-robot team task , 2009, ICMI-MLMI '09.

[2]  Richard T. Vaughan,et al.  The Player/Stage Project: Tools for Multi-Robot and Distributed Sensor Systems , 2003 .

[3]  Peter Robinson,et al.  Empathizing with robots: Fellow feeling along the anthropomorphic spectrum , 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops.

[4]  Gerhard Sagerer,et al.  Theory of Mind (ToM) on robots: A functional neuroimaging study , 2008, 2008 3rd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[5]  Michael A. Goodrich,et al.  Experiments in adjustable autonomy , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[6]  Cynthia Breazeal,et al.  Designing sociable robots , 2002 .

[7]  Matthias Scheutz,et al.  Towards a conceptual and methodological framework for determining robot believability , 2010 .

[8]  Robin R. Murphy,et al.  Emotion-based control of cooperating heterogeneous mobile robots , 2002, IEEE Trans. Robotics Autom..

[9]  Matthias Scheutz,et al.  The utility of affect expression in natural language interactions in joint human-robot tasks , 2006, HRI '06.