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Average Runtime on Synthetic Linear Bandit (K=5000, d=10)

4.15Average Runtime (s)RS-OFUL
-47.6844302.1978652.081,001.9622May 31, 2026

Evaluation results

MethodLinks
RS-OFULAlgorithm Class=Suboptimal, Number of runs=102026.054.15
BLCEAlgorithm Type=Optimal2026.056.19
BLCE-GAlgorithm Type=Optimal2026.059.16
RS-OFULAlgorithm Type=Suboptimal2026.0510.46
SoftBatchAlgorithm Type=Suboptimal2026.0512.62
BLCEAlgorithm Class=Optimal, Number of runs=102026.0512.83
SoftBatchAlgorithm Class=Suboptimal, Number of runs=102026.0515.17
BLCE-GAlgorithm Class=Optimal, Number of runs=102026.0540.27
BatchLinUCB-DGAlgorithm Type=Suboptimal2026.05555.11
BatchLearningAlgorithm Type=Optimal2026.05590.69
BatchLearningAlgorithm Class=Optimal, Number of runs=102026.05621.09
BatchLinUCB-DGAlgorithm Class=Suboptimal, Number of runs=102026.051,300.01