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
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