A simulation-theory inspired social learning system for interactive characters
- 4 October 2006
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
Abstract
Humans (and many other animals), display a remarkably flexible and rich array of social competencies, including the ability to interpret, predict and react appropriately to the behavior of others. We believe that developing systems that have these same sorts of social abilities is a critical step in designing animated characters and robots who appear intelligent and capable in their behavior, and who are intuitive and engaging for humans to interact with. Research in human development suggests that the ability to learn by watching others, and in particular, the ability to imitate, could be crucial precursors to the development of appropriate social behavior, and ultimately the ability to reason about the thoughts, intents, beliefs, and desires of others. In this paper, we present Max T. Mouse, an anthropomorphic animated mouse character who uses his own motor and action representations to interpret the behaviors he sees his friend Morris Mouse performing (a process known as simulation theory in the cognitive literature). Max's imitation and social learning system allows him to identify simple goals and motivations for Morris's behavior, which we consider a front-end component needed for the larger project of developing characters who act in accord with a full theory of mind.Keywords
This publication has 16 references indexed in Scilit:
- Enabling Effective Human–Robot Interaction Using Perspective-Taking in RobotsIEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 2005
- Tutelage and socially guided robot learningPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Emotion and sociable humanoid robotsInternational Journal of Human-Computer Studies, 2003
- Natural methods for robot task learningPublished by Association for Computing Machinery (ACM) ,2003
- Automated Derivation of Primitives for Movement ClassificationAutonomous Robots, 2002
- Meta‐Analysis of Theory‐of‐Mind Development: The Truth about False BeliefChild Development, 2001
- Social functions of emotions at four levels of analysisCognition and Emotion, 1999
- Making Complex Articulated Agents DanceAutonomous Agents and Multi-Agent Systems, 1999
- Learning by imitation: A hierarchical approachBehavioral and Brain Sciences, 1998
- Understanding the intentions of others: Re-enactment of intended acts by 18-month-old children.Developmental Psychology, 1995