ResearchTasksUnregularized Reinforcement LearningUnregularized Reinforcement LearningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedTabular MDP Finite State Action SpacesOlshevsky & Gharesifard 20231Sample Complexity3May 26, 2026