ResearchTasksMulti-Armed SamplingMulti-Armed SamplingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMulti-Armed Sampling Finite-Armed Setting theoretical boundsTheorem 5-1Regret17May 14, 2026