Bandit Social Learning with Exploration Episodes

Kiarash Banihashem, Natalie Collina, Aleksandrs Slivkins

We study a stylized social learning dynamics where self-interested agents collectively follow a simple multi-armed bandit protocol. Each agent controls an ``episode": a short seque…