ResearchTasksAverage-reward Regret MinimizationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedAverage-reward MDPsCorollary 3.6 (FOCUS)1Regret Bound1Mar 26, 2026