ResearchBenchmarksContextual Bandit Simulation on FriedmanContextual Bandit Simulation on FriedmanFollow687.8Final Cumulative RegretBFTS-336.8926,579.77913,496.4520,413.121Feb 8, 2026Evaluation resultsMethodMethodLinksFinal Cumulative RegretBFTSAvg. rank=1.63Avg. rank=1.632026.02687.8XGBoostTSAvg. rank=3.13Avg. rank=3.132026.022,397RFTSAvg. rank=3.88Avg. rank=3.882026.022,512.9LinTSAvg. rank=4.38Avg. rank=4.382026.028,734.7NeuralTSAvg. rank=3Avg. rank=32026.0211,942.3LinUCBAvg. rank=5Avg. rank=52026.0226,305.1