Virtual Partner Interaction (VPI): Exploring Novel Behaviors via Coordination Dynamics

J.A. Scott Kelso, Gonzalo C. Guzman, Colin Reveley, Emmanuelle Tognoli

    Research output: Contribution to journalArticle

    62 Citations (Scopus)

    Abstract

    Inspired by the dynamic clamp of cellular neuroscience, this paper introduces VPI—Virtual Partner Interaction—a coupleddynamical system for studying real time interaction between a human and a machine. In this proof of concept study, humansubjects coordinate hand movements with a virtual partner, an avatar of a hand whose movements are driven by acomputerized version of the Haken-Kelso-Bunz (HKB) equations that have been shown to govern basic forms of humancoordination. As a surrogate system for human social coordination, VPI allows one to examine regions of the parameterspace not typically explored during live interactions. A number of novel behaviors never previously observed are uncoveredand accounted for. Having its basis in an empirically derived theory of human coordination, VPI offers a principled approachto human-machine interaction and opens up new ways to understand how humans interact with human-like machinesincluding identification of underlying neural mechanisms.
    LanguageEnglish
    Pagese5749
    JournalPLoS ONE
    Volume4
    Issue number6
    DOIs
    Publication statusPublished - Jun 2009

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    Kelso, J.A. Scott ; Guzman, Gonzalo C. ; Reveley, Colin ; Tognoli, Emmanuelle. / Virtual Partner Interaction (VPI): Exploring Novel Behaviors via Coordination Dynamics. In: PLoS ONE. 2009 ; Vol. 4, No. 6. pp. e5749.
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    Virtual Partner Interaction (VPI): Exploring Novel Behaviors via Coordination Dynamics. / Kelso, J.A. Scott; Guzman, Gonzalo C.; Reveley, Colin; Tognoli, Emmanuelle.

    In: PLoS ONE, Vol. 4, No. 6, 06.2009, p. e5749.

    Research output: Contribution to journalArticle

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