MohammadJavad Azizi

Fixed-Budget Best-Arm Identification in Structured Bandits

Best-arm identification (BAI) in a fixed-budget setting is a bandit problem where the learning agent maximizes the probability of identifying the optimal (best) arm after a fixed number of observations. Most works on this topic study unstructured problems with a small number of arms, which limits th…