Title
Polyethism in a Colony of Artificial Ants
Publication Date
4-15-2011
Document Type
Article
Abstract
We explore self-organizing strategies for role assignment in a foraging task carried out by a colony of artificial agents. Our strategies are inspired by various mechanisms of division of labor (polyethism) observed in eusocial insects like ants, termites, or bees. Specifically we instantiate models of caste polyethism and age or temporal polyethism to evaluated the benefits to foraging in a dynamic environment. Our experiment is directly related to the exploration/exploitation trade of in machine learning.
Publication Title
Advances in Artificial Life
Publisher Policy
no SHERPA/RoMEO policy available
Recommended Citation
Marriott, Chris and Gershenson, Carlos, "Polyethism in a Colony of Artificial Ants" (2011). School of Engineering and Technology Publications. 188.
https://digitalcommons.tacoma.uw.edu/tech_pub/188