Guarantees for Self-Play in Multiplayer Games via Polymatrix Decomposability

Revan MacQueen, James R. Wright

Self-play is a technique for machine learning in multi-agent systems where a learning algorithm learns by interacting with copies of itself. Self-play is useful for generating larg…