ConventionPlay: Capability-Limited Training for Robust Ad-Hoc Collaboration

Abhishek Sriraman, Eleni Vasilaki, Robert Loftin

Ad-hoc collaboration often relies on identifying and adhering to shared conventions. However, when partners can follow multiple conventions, agents must do more than simply adapt;…