Orchestrating Level-$K$ Policies Against Unknown Opponents in Partially-Observable Dynamic Games

Addison Kalanther, Sanika Bharvirkar, Daniel Bostwick +2

Level-$K$ reasoning generates a hierarchy of policies specialized to opponents with different reasoning levels. When an opponent's level is unknown, a common deployment rule estima…