ResearchBenchmarksContextual Bandit Simulation on LinearFollow90.6Final Cumulative RegretLinUCB46.676343.163639.65936.137Feb 8, 2026Evaluation ResultsMethodMethodLinksFinal Cumulative RegretLinUCBAvg. rank=5Avg. rank=52026.0290.6LinTSAvg. rank=4.38Avg. rank=4.382026.02274.8NeuralTSAvg. rank=3Avg. rank=32026.02595.3BFTSAvg. rank=1.63Avg. rank=1.632026.02635.7XGBoostTSAvg. rank=3.13Avg. rank=3.132026.02888.9RFTSAvg. rank=3.88Avg. rank=3.882026.021,188.7