ABSTRACT

We do not claim diversity is always desirable. In fact, experiments described in this chapter show that for some tasks, homogeneous teams perform better than diverse teams. The goal of this work, rather, is to enable the investigation of the origins of diversity in learning teams and to help developers build appropriately diverse robot teams for the tasks and environments in which they operate. A quantitative metric is crucial to the investigation of these issues.