Time to compile: A performance installation as human-robot interaction study examining self-evaluation and perceived control

Abstract Embodied art installations embed interactive elements within theatrical contexts and allow participating audience members to experience art in an active, kinesthetic manner. These experiences can exemplify, probe, or question how humans think about objects, each other, and themselves. This paper presents work using installations to explore human perceptions of robot and human capabilities. The paper documents an installation, developed over several months and activated at distinct venues, where user studies were conducted in parallel to a robotic art installation. A set of best practices for successful collection of data over the course of these trials is developed. Results of the studies are presented, giving insight into human opinions of a variety of natural and artificial systems. In particular, after experiencing the art installation, participants were more likely to attribute action of distinct system elements to non-human entities. Post treatment survey responses revealed a direct relationship between predicted difficulty and perceived success. Qualitative responses give insight into viewers’ experiences watching human performers alongside technologies. This work lays a framework for measuring human perceptions of humanoid systems – and factors that influence the perception of whether a natural or artificial agent is controlling a given movement behavior – inside robotic art installations.

[1]  Elizabeth Ann Jochum,et al.  Using Theatre to Study Interaction with Care Robots , 2016, Int. J. Soc. Robotics.

[2]  Robert L. Woolfolk,et al.  Physiological, Cognitive, and Nonverbal Responses to Repeated Exposure to Crowding1 , 1981 .

[3]  Frank Bunker Gilbreth,et al.  Applied motion study : a collection of papers on the efficient method to industrial preparedness , 1919 .

[4]  Todd D. Murphey,et al.  Robotic Puppets and the Engineering of Autonomous Theater , 2014 .

[5]  Reid Simmons,et al.  Expressive motion with x, y and theta: Laban Effort Features for mobile robots , 2014, The 23rd IEEE International Symposium on Robot and Human Interactive Communication.

[6]  Amy LaViers,et al.  Perception of Control in Artificial and Human Systems: A Study of Embodied Performance Interactions , 2018, ICSR.

[7]  Tatsuya Nomura,et al.  The influence of people’s culture and prior experiences with Aibo on their attitude towards robots , 2006, AI & SOCIETY.

[8]  Thecla Schiphorst,et al.  A case study of Merce Cunningham's use of the LifeForms computer choreographic system in the making of Trackers , 1993 .

[9]  Rob Saunders,et al.  Creative Machine Performance: Computational Creativity and Robotic Art , 2013, ICCC.

[10]  M. Shiffrar,et al.  Recognizing people from their movement. , 2005, Journal of experimental psychology. Human perception and performance.

[11]  Dana Kulic,et al.  Laban Movement Analysis and Affective Movement Generation for Robots and Other Near-Living Creatures , 2014, Dance Notations and Robot Motion.

[12]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[13]  A. LaViers,et al.  Time to Compile : An Interactive Art Installation , 2022 .

[14]  N. Tucker.  Vice versa: The first subversive novel for children , 1987 .

[15]  Cynthia Breazeal,et al.  Effect of a robot on user perceptions , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[16]  Rob Saunders,et al.  Towards Socializing Non-anthropomorphic Robots by Harnessing Dancers' Kinesthetic Awareness , 2015, CR@RO-MAN.

[17]  Amy LaViers,et al.  Style-Based Robotic Motion in Contemporary Dance Performance , 2014 .

[18]  Mario di Bernardo,et al.  Kinematic characteristics of motion in the mirror game , 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[19]  F. Eyssel,et al.  (S)he's Got the Look: Gender Stereotyping of Robots1 , 2012 .

[20]  G. Downey.  ‘Practice without theory’: a neuroanthropological perspective on embodied learning , 2010 .

[21]  Elisabetta Zibetti,et al.  Towards Behavioral Objects: A Twofold Approach for a System of Notation to Design and Implement Behaviors in Non-anthropomorphic Robotic Artifacts , 2014, Dance Notations and Robot Motion.

[22]  G. Johansson.  Visual perception of biological motion and a model for its analysis , 1973 .

[23]  Amy LaViers,et al.  CURTAIN and Time to Compile: A Demonstration of an Experimental Testbed for Human-Robot Interaction , 2018, 2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN).

[24]  F. Eyssel,et al.  Social categorization of social robots: anthropomorphism as a function of robot group membership. , 2012, The British journal of social psychology.

[25]  Julie Ann McMullin,et al.  Self-esteem and the intersection of age, class, and gender , 2004 .

[26]  Raimund Dachselt,et al.  Easy Authoring of Variable Gestural Expressions for a Humanoid Robot , 2014, 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[27]  C. Bartneck,et al.  Perception of affect elicited by robot motion , 2010, HRI 2010.

[28]  Christoph Bartneck,et al.  Subtle expressivity for characters and robots , 2003, CHI Extended Abstracts.

[29]  P. Dijkstra,et al.  Weight-Influenced Self-Esteem, Body Comparisons and Body Satisfaction: Findings among Women from The Netherlands and Curacao , 2015 .

[30]  Emily S. Cross,et al.  From automata to animate beings: the scope and limits of attributing socialness to artificial agents , 2018, Annals of the New York Academy of Sciences.

[31]  Amy LaViers,et al.  Influence of Environmental Context on Recognition Rates of Stylized Walking Sequences , 2017, ICSR.

[32]  Clifford Nass,et al.  The media equation - how people treat computers, television, and new media like real people and places , 1996 .

[33]  Amy LaViers,et al.  Time to Compile , 2018, MOCO.

[34]  Tatsuya Nomura,et al.  Cultural Differences in Attitudes Towards Robots , 2005 .

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

[36]  S. Sprecher,et al.  Self-Esteem Among Young Adults: Differences and Similarities Based on Gender, Race, and Cohort (1990–2012) , 2013 .

[37]  Magnus Egerstedt,et al.  Motion Programs for Puppet Choreography and Control , 2007, HSCC.

[38]  Trevor Darrell,et al.  A geometric approach to robotic laundry folding , 2012, Int. J. Robotics Res..

[39]  E. Mutran,et al.  Middle-Aged Working Men and Women , 1994 .

[40]  W. Dittrich.  Action Categories and the Perception of Biological Motion , 1993, Perception.

[41]  Roland Siegwart,et al.  Beyond Webcams: An Introduction to Online Robots , 2001 .

[42]  Catherine Pelachaud,et al.  Studies on gesture expressivity for a virtual agent , 2009, Speech Commun..

[43]  Mina Johnson-Glenberg,et al.  Emboldened by Embodiment , 2013 .

[44]  Jean Scholtz,et al.  Common metrics for human-robot interaction , 2006, HRI '06.

[45]  Kazuhito Yokoi,et al.  Generating whole body motions for a biped humanoid robot from captured human dances , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[46]  M. Nyman.  Experimental Music: Cage and Beyond , 1974 .

[47]  Jodi Forlizzi,et al.  Service robots in the domestic environment: a study of the roomba vacuum in the home , 2006, HRI '06.

[48]  Susan Goldin-Meadow,et al.  Embodied Learning Across the Life Span , 2012, Top. Cogn. Sci..

[49]  Bruce A. MacDonald,et al.  The Effects of Synthesized Voice Accents on User Perceptions of Robots , 2011, Int. J. Soc. Robotics.

[50]  Reid G. Simmons,et al.  An intelligent design interface for dancers to teach robots , 2017, 2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN).

[51]  A. Portisch.  The craft of skilful learning: Kazakh women's everyday craft practices in western Mongolia , 2010 .

[52]  C. Nass,et al.  Are Machines Gender Neutral? Gender‐Stereotypic Responses to Computers With Voices , 1997 .

[53]  Laurenz L. Meier,et al.  Gender differences in the association of a high quality job and self-esteem over time: A multiwave study , 2015 .

[54]  Brian R. Duffy,et al.  Anthropomorphism and the social robot , 2003, Robotics Auton. Syst..

[55]  Nikolas Martelaro,et al.  What Actors can Teach Robots , 2017, CHI Extended Abstracts.

[56]  Chao Zhai,et al.  Modeling Joint Improvisation between Human and Virtual Players in the Mirror Game , 2015 .

[57]  U. Alon,et al.  The mirror game as a paradigm for studying the dynamics of two people improvising motion together , 2011, Proceedings of the National Academy of Sciences.

[58]  G. G. Stokes.  "J." , 1890, The New Yale Book of Quotations.