Crowd simulation for emergency response using bdi agent based on virtual reality

Ameya Shendarkar, Karthik Vasudevan, Seungho Lee, Young Jun Son

Research output: Chapter in Book/Report/Conference proceedingConference contribution

72 Scopus citations

Abstract

This paper presents a novel VR (Virtual Reality) trained BDI (belief, desire, intention) software agent used to construct crowd simulations for emergency response. The BDI framework allows modeling of human behavior with a high degree of fidelity. The proposed simulation has been developed using AnyLogic software to mimic crowd evacuation from an area under a terrorist bomb attack. The attributes that govern the BDI characteristics of the agent are studied by conducting human in the loop experiments in VR using the CAVE (Cave Automatic Virtual Environment). To enhance generality and interoperability of the proposed crowd simulation modeling scheme, input data models have been developed to define environment attributes. Experiments are also conducted to demonstrate the effect of various parameters on key performance indicators such as crowd evacuation rate and densities.

Original languageEnglish (US)
Title of host publicationProceedings of the 2006 Winter Simulation Conference, WSC
Pages545-553
Number of pages9
DOIs
StatePublished - Dec 1 2006
Event2006 Winter Simulation Conference, WSC - Monterey, CA, United States
Duration: Dec 3 2006Dec 6 2006

Publication series

NameProceedings - Winter Simulation Conference
ISSN (Print)0891-7736

Other

Other2006 Winter Simulation Conference, WSC
CountryUnited States
CityMonterey, CA
Period12/3/0612/6/06

ASJC Scopus subject areas

  • Software
  • Modeling and Simulation
  • Computer Science Applications

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  • Cite this

    Shendarkar, A., Vasudevan, K., Lee, S., & Son, Y. J. (2006). Crowd simulation for emergency response using bdi agent based on virtual reality. In Proceedings of the 2006 Winter Simulation Conference, WSC (pp. 545-553). [4117652] (Proceedings - Winter Simulation Conference). https://doi.org/10.1109/WSC.2006.323128