This article discusses an approach to help artificial intelligence develop a theory of mind for their human teammates in order to support team interactions. The approach involves providing quantifiable, machine-readable information about the human team members to the AI agent. The results of an experiment show that this approach can improve team performance and perceptions of the AI teammate.