Integrated Human Decision Behavior Modeling using ExtendedDecision Field Theory and Soar under BDI Framework

摘要

An integrated Belief-Desire-Intention framework is proposed for the human decision behavior modeling, whichinvolves extended Decision-Field-Theory, Bayesian belief network, and Soar. To demonstrate the proposedframework, crowd evacuation behaviors under the terrorist bomb attack are considered. Three particular scenariosare bomb explosion, bomb threatening, and threatening after explosion. For each scenario, various agent behaviorsare characterized based on familiarity with the area, risk-taking behavior, confidence index, and guidance by police.The environment and agents are implemented in AnyLogic(R) Agent-based simulation software, where Netica(R) AndSoar(R) Are called to perform perceptual processing, real-time planning, and decision-execution in a distributedcomputing environment.