Communicating Intentions for Coordination with Unknown Teammates (Extended Abstract)

Ad hoc multiagent teamwork introduces the challenge of coordinating with a variety of potential teammates, including teammates with unknown behavior. We examine the communication of policy information for enhanced coordination between such agents. The proposed decision-theoretic approach examines the uncertainty within a model of an unfamiliar teammate, identifying and acquiring policy information valuable to the collaborative effort.