Title :
Modelling pedestrian behaviour using the BDI architecture
Author :
Ronald, Nicole ; Sterling, Leon
Author_Institution :
Dept. of Comput. Sci. & Software Eng., Melbourne Univ., Parkville, Vic., Australia
Abstract :
The modelling of pedestrian behaviour in a real-world environment is a complex problem, mainly due to the unpredictable nature of human decision making. Agent-oriented simulation moves away from the traditional all-knowing and "controlling" simulations and towards reality, where pedestrians exhibit different behaviours depending on their knowledge of the environment and other personal characteristics. We explore whether the belief-desire-intention (BDI) architecture is appropriate for this domain using the design methodology Prometheus and programming language JACK Intelligent Agents. Although the BDI architecture is useful for high-level decision making, further work is required in representing and updating the environment.
Keywords :
belief networks; decision making; multi-agent systems; traffic engineering computing; JACK Intelligent Agents; Prometheus design methodology; agent-oriented simulation; belief-desire-intention architecture; high-level decision making; human decision making; pedestrian behaviour modelling; real-world environment; Computational modeling; Computer architecture; Computer science; Decision making; Humans; Intelligent agent; Roads; Software engineering; Testing; Urban planning;
Conference_Titel :
Intelligent Agent Technology, IEEE/WIC/ACM International Conference on
Print_ISBN :
0-7695-2416-8
DOI :
10.1109/IAT.2005.104