arXiv stat.ML
· Papers
Dominant Arm Identification with Mixing and Recycling Observed Samples
arXiv:2608.01545v1 Announce Type: new Abstract: We study the problem of identifying the dominant arm in multi-armed bandits, where the objective is to find the action with the highest probability of exceeding the realized rewards of all other actions. Conventional mean-based and pairwise comparison-based algorithms oft