Batched Single-Index Global Multi-Armed Bandits with Covariates

Sakshi Arya, Hyebin Song

The multi-armed bandits (MAB) framework is a widely used approach for sequential decision-making, where a decision-maker selects an arm in each round with the goal of maximizing lo…