Digital Pheromone Mechanisms for Coordination of Unmanned Vehicles

Last modified by Andrea Omicini on 01/05/2021 16:50

H. van Dyke Parunak, Sven Brueckner, John Sauter

Many social insects coordinate without direct communication or complex reasoning. They deposit and sense chemicals ("pheromones") in a shared physical environment that participates actively in the system's dynamics, yielding robust adaptive coordination. Seeking such characteristics in engineered systems, we have developed a software environment that uses digital pheromones to coordinate computational agents. We apply digital pheromones to the control of air combat missions, developing several promising mechanisms for general agent coordination. This report describes pheromone-based movement control as a variety of potential-field-based methods, reviews the mechanisms we have developed, and describes their performance in several air combat scenarios.

(keywords) biomimetics, fine-grained agents, pheromones, stigmergy
1st International Joint Conference on Autonomous Agents and Multiagent systems, pages 449-450, 15-19 July 2002.
Cristiano Castelfranchi, W. Lewis Johnson (eds.), ACM, New York, NY, USA
@inproceedings{pheromoncoord-aamas2002,
Acmid = {544843},
Address = {New York, NY, USA},
Author = {Parunak, H. Van Dyke and Brueckner, Sven and Sauter, John},
Booktitle = {1st International Joint Conference on Autonomous Agents and Multiagent systems},
Doi = {10.1145/544741.544843},
Editor = {Castelfranchi, Cristiano and Johnson, W. Lewis},
Isbn = {1-58113-480-0},
Keywords = {biomimetics, fine-grained agents, pheromones, stigmergy},
Location = {Bologna, Italy},
Month = {15--19~} # jul,
Pages = {449--450},
Publisher = {ACM},
Title = {Digital Pheromone Mechanisms for Coordination of Unmanned Vehicles},
Url = {http://dl.acm.org/citation.cfm?doid=544741.544843},
Volume = 1,
Year = 2002}

    

Publication Data

2011 © aliCE Research Group @ DEIS, Alma Mater Studiorum-Università di Bologna
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