Domain Engineering to Represent Human Behavior Using Multi-Agent Planning and Inductive Methodologies

Salena Torres Ashton

Abstract:

In this paper, I have designed an urban search and rescue
(SAR) domain to model human planning during collaborative
problem solving and that includes an explicit theory
of mind model. In the SAR application, we initially assumed
teams prioritized high-valued victims and navigation strategies
to score more points. When we observed behaviors that
deviated from our prior hypotheses, I proposed a new domain
engineering strategy, Grounded Theory, to account for all observed actions
from each player,