Virtual Humans in Augmented Reality: A First Step towards Real-World Embedded Virtual Roleplayers

We present one of the first applications of virtual humans in Augmented Reality (AR), which allows young adults with Autism Spectrum Disorder (ASD) the opportunity to practice job interviews. It uses the Magic Leap's AR hardware sensors to provide users with immediate feedback on six different metrics, including eye gaze, blink rate and head orientation. The system provides two characters, with three conversational modes each. Ported from an existing desktop application, the main development lessons learned were: 1) provide users with navigation instructions in the user interface, 2) avoid dark colors as they are rendered transparently, 3) use dynamic gaze so characters maintain eye contact with the user, 4) use hardware sensors like eye gaze to provide user feedback, and 5) use surface detection to place characters dynamically in the world.

[1]  Dirk Heylen,et al.  Selecting and Expressing Communicative Functions in a SAIBA-Compliant Agent Framework , 2017, IVA.

[2]  C. Sidner,et al.  Automated interventions for multiple health behaviors using conversational agents. , 2013, Patient education and counseling.

[3]  Stefan Kopp,et al.  Towards a Common Framework for Multimodal Generation: The Behavior Markup Language , 2006, IVA.

[4]  Bilge Mutlu,et al.  MACH: my automated conversation coach , 2013, UbiComp.

[5]  Anton Leuski,et al.  All Together Now - Introducing the Virtual Human Toolkit , 2013, IVA.

[6]  J. Taylor,et al.  Virtual Reality Job Interview Training in Adults with Autism Spectrum Disorder , 2014, Journal of Autism and Developmental Disorders.

[7]  J. Bailenson,et al.  Social interaction in augmented reality , 2019, PloS one.

[8]  Brent Lance,et al.  The Rickel Gaze Model: A Window on the Mind of a Virtual Human , 2007, IVA.

[9]  Catherine Pelachaud,et al.  The TARDIS Framework: Intelligent Virtual Agents for Social Coaching in Job Interviews , 2013, Advances in Computer Entertainment.

[10]  L. Humm,et al.  Brief Report: Vocational Outcomes for Young Adults with Autism Spectrum Disorders at Six Months After Virtual Reality Job Interview Training , 2015, Journal of autism and developmental disorders.

[11]  Jorge Bacca,et al.  Augmented Reality Trends in Education: A Systematic Review of Research and Applications , 2014, J. Educ. Technol. Soc..

[12]  Albert A. Rizzo,et al.  Using Virtual Interactive Training Agents (ViTA) with Adults with Autism and Other Developmental Disabilities , 2018, Journal of autism and developmental disorders.

[13]  Brent Morgan,et al.  Designing a Personal Assistant for Life-Long Learning (PAL3) , 2016, FLAIRS.

[14]  David DeVault,et al.  Detection and Computational Analysis of Psychological Signals Using a Virtual Human Interviewing Agent , 2014 .

[15]  Dina Utami,et al.  Improving Access to Online Health Information With Conversational Agents: A Randomized Controlled Experiment , 2016, Journal of medical Internet research.

[16]  Catherine Pelachaud,et al.  A computational model of social attitudes for a virtual recruiter , 2014, AAMAS.

[17]  International Foundation for Autonomous Agents and MultiAgent Systems ( IFAAMAS ) , 2007 .

[18]  Jonathan Gratch,et al.  To Tell the Truth: Virtual Agents and Morning Morality , 2017, IVA.