• DocumentCode
    597359
  • Title

    User understanding of cognitive processes in simulation: A tool for exploring and modifying

  • Author

    Scerri, D. ; Hickmott, S. ; Padgham, L.

  • Author_Institution
    Sch. of Comput. Sci. & Inf. Technol., RMIT Univ., Melbourne, VIC, Australia
  • fYear
    2012
  • fDate
    9-12 Dec. 2012
  • Firstpage
    1
  • Lastpage
    12
  • Abstract
    Agent based simulations often model humans and increasingly it is necessary to do this at an appropriate level of complexity. It has been suggested that the Belief Desire Intention (BDI) paradigm is suitable for modeling the cognitive processes of agents representing (some of) the humans in an agent based modeling simulation. This approach models agents as having goals, and reacting to events, with high level plans, or plan types, that are gradually refined as situations unfold. This is an intuitive approach for modeling human cognitive processes. However, it is important that users can understand, verify and even contribute to the model being used. We describe a tool that can be used to explore, understand and modify, the BDI model of an agent´s cognitive processes within a simulation. The tool is interactive and allows users to explore options available (and not available) at a particular agent decision point.
  • Keywords
    cognition; decision making; BDI paradigm; agent decision point; agent event reaction; agent goals; agent plan types; agent-based simulations; belief desire intention paradigm; human cognitive process modeling; Abstracts; Computational modeling; Context; Decision making; Educational institutions; Humans; Libraries;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), Proceedings of the 2012 Winter
  • Conference_Location
    Berlin
  • ISSN
    0891-7736
  • Print_ISBN
    978-1-4673-4779-2
  • Electronic_ISBN
    0891-7736
  • Type

    conf

  • DOI
    10.1109/WSC.2012.6465046
  • Filename
    6465046