ResearchTasksTrading Agent SimulationTrading Agent SimulationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedGeneral Trading Agent FrameworksDeep RL agents2,025Validation Maturity2Jun 30, 2026