The study explores the Best Arm Identification with Resource Constraints problem, introducing the SH-RR algorithm for near-optimal convergence rates in identifying optimal arms under resource limitations.
SH-RR algorithm achieves near-optimal performance in identifying the best arm under resource constraints.