An empirical evaluation of communication effectiveness in autonomous reactive multiagent systems

  • Authors:
  • David Hurt;Paul Tarau

  • Affiliations:
  • University of North Texas, Denton, Texas;University of North Texas, Denton, Texas

  • Venue:
  • Proceedings of the 2005 ACM symposium on Applied computing
  • Year:
  • 2005

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Abstract

This paper describes an experiment designed to measure the effect of collaborative communication on task performance of a multiagent system. A simulation of a multiagent environment modeled after a bee colony examined the effects of collaboration through communication for various numbers of agents and environment sizes. Results show that collaboration enables a smaller number of agents to perform as well as a significantly larger number of agents without coordination. In particular, results indicate that the biologically inspired communication model of the bee is a particularly effective method of agent communication and collaboration.