Multi-Agent Systems Should be Treated as Principal-Agent Problems

Paulius Rauba, Simonas Cepenas, Mihaela van der Schaar

Consider a multi-agent systems setup in which a principal (a supervisor agent) assigns subtasks to specialized agents and aggregates their responses into a single system-level outp…