A desirable goal for autonomous agents is to be able coordinate on the fly with previously unknown teammates. Known as “ad hoc teamwork”, enabling such a capability has been receiving increasing attention in research community. One of central challenges ad teamwork quickly recognizing current plans other and planning accordingly. In this paper, we focus scenario which teammates can communicate ...