Web-based multi-agent system architecture in a dynamic environment

Article type: Research Article

Authors: Khazab, Mohammad^{; *} | Tweedale, Jeffrey | Jain, Lakhmi

Affiliations: School of Electrical and Information Engineering, Knowledge Based Intelligent Engineering Systems Center, University of South Australia, Mawson Lakes, SA 5095, Australia

Correspondence: [*] Corresponding author. E-mail: Mohammad.Khazab@postgrads.unisa.edu.au

Abstract: The aim of this research is to equip agents in a Multi-Agent System (MAS) with reusable autonomous capabilities to enable them to behave in unknown situations and complex simulated environments. A concept demonstrator called Web-based Multi-Agent System Testbed (Web-MAT) is developed with a context switchable capability currently implemented as a Real-Time Strategy (RTS) game. The demonstrator is intended to enable researchers to improve/develop the communication aspects within an agent-oriented architecture and to program agents that automatically adapt functionality at runtime using event stimuli. Complementary research on a variety of agent tools (specifically JACK, JADE and CIAgent) and communication languages (ACL, KQML, FIPA and SOAP) has been reviewed to glean knowledge that enables these agents to adapt into Web-MAT and generate encouraging results.

Keywords: Web-based agent architecture, multi-agent systems, artificial intelligence

DOI: 10.3233/KES-2010-0203

Journal: International Journal of Knowledge-based and Intelligent Engineering Systems, vol. 14, no. 4, pp. 217-227, 2010