Improved Multiplayer Bandit Algorithm for Bernoulli Rewards

Khang Nguyen, Ricardo Parada, William Chang

We study the multiplayer multi-armed bandit problem with information asymmetry under Bernoulli rewards, for three information structures: asymmetry in actions, in rewards, and in b…