• DocumentCode
    62083
  • Title

    Passing a Hide-and-Seek Third-Person Turing Test

  • Author

    Cenkner, Andrew ; Bulitko, Vadim ; Spetch, Marcia ; Legge, Eric ; Anderson, Craig G. ; Brown, Michael

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Alberta, Edmonton, AB, Canada
  • Volume
    6
  • Issue
    1
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    18
  • Lastpage
    30
  • Abstract
    Hiding and seeking are cognitive abilities frequently demonstrated by humans in both real life and video games. To determine to which extent these abilities can be replicated with AI, we introduce a specialized version of the Turing test for hiding and seeking. We then develop a computer agent that passes the test by appearing indistinguishable from human behavior to a panel of human judges. We analyze the AI techniques that enable the agent to imitate human hide-and-seek behavior and their relative contribution to the agent´s performance.
  • Keywords
    computer games; multi-agent systems; AI techniques; cognitive abilities; computer agent; hide-and-seek third-person Turing test; human behavior; video games; Artificial intelligence; Computers; Games; Hidden Markov models; Indexes; Training; Training data; AI bots; Turing test; hide-and-seek behavior;
  • fLanguage
    English
  • Journal_Title
    Computational Intelligence and AI in Games, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1943-068X
  • Type

    jour

  • DOI
    10.1109/TCIAIG.2013.2275162
  • Filename
    6571220
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=62083