Going into the wild in child–robot interaction studies: issues in social robotic development

As robots move into more human centric environments we require methods to develop robots that can naturally interact with humans. Doing so requires testing in the real-world and addressing multidisciplinary challenges. Our research is focused on child–robot interaction which includes very young children, for example toddlers, and children diagnosed with autism. More traditional forms of human–robot communication, such as speech or gesture recognition, may not be appropriate with these users, where as touch may help to provide a more natural and appropriate means of communication for such instances. In this paper, we present our findings on these topics obtained from a project involving a spherical robot that acquires information regarding natural touch from analysing sensory patterns over-time to characterize the information. More specifically, from this project we have derived important factors for future consideration, we describe our iterative experimental methodology of testing in and out of the ‘wild’ (lab based and real world), and outline discoveries that were made by doing so.

[1]  I. René J. A. te Boekhorst,et al.  Learning about natural human-robot interaction styles , 2006, Robotics Auton. Syst..

[2]  William E. Riddle,et al.  Software technology maturation , 1985, ICSE '85.

[3]  Dominic Létourneau,et al.  Autonomous spherical mobile robot for child-development studies , 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[4]  Allison Druin,et al.  A storytelling robot for pediatric rehabilitation , 2000, Assets '00.

[5]  Hideki Kozima,et al.  Longitudinal Child-Robot Interaction at Preschool , 2007, AAAI Spring Symposium: Multidisciplinary Collaboration for Socially Assistive Robotics.

[6]  A. Zimmerman,et al.  Pervasive development disorders. , 2007 .

[7]  Serenella Besio,et al.  An Italian research project to study the play of children with motor disabilities: the first year of activity , 2002, Disability and rehabilitation.

[8]  Adriana Tapus,et al.  Hands-Off Therapist Robot Behavior Adaptation to User Personality for Post-Stroke Rehabilitation Therapy , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[9]  François Michaud,et al.  Characteristics of mobile robotic toys for children with pervasive developmental disorders , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[10]  Karon E. MacLean,et al.  Hapticat: exploration of affective touch , 2005, ICMI '05.

[11]  François Michaud,et al.  Recognizing interaction from a robot's perspective , 2005, ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005..

[12]  H. Kozima,et al.  Using Robots for the Study of Human Social Development , 2005 .

[13]  K. Wada,et al.  Robot assisted activity for elderly people and nurses at a day service center , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[14]  Marek P. Michalowski,et al.  A dancing robot for rhythmic social interaction , 2007, 2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[15]  Roland Siegwart,et al.  The interactive autonomous mobile system RoboX , 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

[16]  B. Robins,et al.  Investigating autistic children's attitudes towards strangers with the theatrical robot - a new experimental paradigm in human-robot interaction studies , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[17]  Aude Billard,et al.  Robota: Clever toy and educational tool , 2003, Robotics Auton. Syst..

[18]  M.Q.-H. Meng,et al.  Development of a robotic device for facilitating learning by children who have severe disabilities , 2002, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[19]  K. Dautenhahn,et al.  Evaluating the Response of Children with Autism to a Robot , 2001 .

[20]  J.R. Movellan,et al.  Plans for Developing Real-time Dance Interaction between QRIO and Toddlers in a Classroom Environment , 2005, Proceedings. The 4nd International Conference on Development and Learning, 2005..

[21]  K. Dautenhahn,et al.  Robots as assistive technology - does appearance matter? , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[22]  Mary Shaw,et al.  The coming-of-age of software architecture research , 2001, Proceedings of the 23rd International Conference on Software Engineering. ICSE 2001.

[23]  D. M. Hutton,et al.  Cambrian Intelligence: The Early History of the New AI , 2000 .

[24]  R. V. Ham,et al.  ANTY: the development of an intelligent huggable robot for hospitalized children , 2006 .

[25]  F. Tanaka,et al.  Dance interaction with QRIO: a case study for non-boring interaction by using an entrainment ensemble model , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[26]  Batya Friedman,et al.  Robotic pets in the lives of preschool children , 2004, CHI EA '04.

[27]  K. Crowley,et al.  Working with a robot: Exploring relationship potential in human–robot systems , 2007 .

[28]  J.R. Movellan,et al.  The RUBI/QRIO Project: Origins, Principles, and First Steps , 2005, Proceedings. The 4nd International Conference on Development and Learning, 2005..

[29]  Brian Scassellati,et al.  How Social Robots Will Help Us to Diagnose, Treat, and Understand Autism , 2005, ISRR.

[30]  Jean Rouat,et al.  Enhanced robot audition based on microphone array source separation with post-filter , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[31]  Brian Scassellati,et al.  Theory of Mind for a Humanoid Robot , 2002, Auton. Robots.

[32]  K. Dautenhahn,et al.  Robots moving out of the laboratory - detecting interaction levels and human contact in noisy school environments , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[33]  J. Movellan,et al.  Ruby: A Robotic Platform for Real-time Social Interaction , 2004 .

[34]  Tomio Watanabe,et al.  InterActor: Speech-Driven Embodied Interactive Actor , 2004, Int. J. Hum. Comput. Interact..

[35]  F. Michaud,et al.  Mobile Robotic Toys and Autism , 2002 .

[36]  Fumihide Tanaka,et al.  Daily HRI evaluation at a classroom environment: reports from dance interaction experiments , 2006, HRI '06.

[37]  Marek P. Michalowski,et al.  Robots in the wild: observing human-robot social interaction outside the lab , 2006, 9th IEEE International Workshop on Advanced Motion Control, 2006..

[38]  Sarah N. Woods,et al.  The design space of robots: investigating children's views , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[39]  Chrystopher L. Nehaniv,et al.  Sustaining interaction dynamics and engagement in dyadic child-robot interaction kinesics: lessons learnt from an exploratory study , 2005, ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005..

[40]  Batya Friedman,et al.  Robots as dogs?: children's interactions with the robotic dog AIBO and a live australian shepherd , 2005, CHI Extended Abstracts.

[41]  Daniel Polani,et al.  On-line behaviour classification and adaptation to human-robot interaction styles , 2007, 2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[42]  Cynthia Breazeal,et al.  The Design of the Huggable: A Therapeutic Robotic Companion for Relational, Affective Touch , 2006, AAAI Fall Symposium: Caring Machines.

[43]  François Michaud,et al.  Investigating the Use of a Mobile Robotic Toy as an Imitation Agent for Children with Autism , 2006 .

[44]  K. Dautenhahn,et al.  Guidelines for robot-human environments in therapy , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[45]  Zhiwei Luo,et al.  An immersion-type 3D dynamic simulation environment for developing human interactive robot systems , 2006, Systems and Computers in Japan.

[46]  François Michaud,et al.  RoboToy Contest – Designing Mobile Robotic Toys for Autistic Children , 2001 .

[47]  Takayuki Kanda,et al.  Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial , 2004, Hum. Comput. Interact..

[48]  Corinna E. Lathan,et al.  CosmoBot levels the playing field for disabled children , 2005, Interactions.

[49]  Jun Hu,et al.  Rapid prototyping for interactive robots , 2004 .

[50]  François Michaud,et al.  Perspectives on Mobile Robots as Tools for Child Development and Pediatric Rehabilitation , 2007, Assistive technology : the official journal of RESNA.

[51]  Javier R. Movellan,et al.  Behavior Analysis of Children's Touch on a Small Humanoid Robot: Long-term Observation at a Daily Classroom over Three Months , 2006, ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication.

[52]  M. Matarić Situated Robotics , 2002 .

[53]  François Michaud,et al.  Roball, the Rolling Robot , 2002, Auton. Robots.

[54]  François Michaud,et al.  Using proprioceptive sensors for categorizing human-robot interactions , 2007, 2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[55]  Marek P. Michalowski,et al.  Roillo: Creating a Social Robot for Playrooms , 2006, ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication.