ResearchTasksUnregularized Reinforcement LearningFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedTabular MDP Finite State Action SpacesOlshevsky & Gharesifard 20231Sample Complexity3May 26, 2026