Linear Contextual Bandits on Synthetic Linear Bandit (K=100, d=30)
0.61Average Runtime (s)RS-OFUL
Evaluation results
| Method | Links | |
|---|---|---|
| RS-OFULAlgorithm Class=Suboptimal, Number of runs=102026.05 | 0.61 | |
| BLCEAlgorithm Class=Optimal, Number of runs=102026.05 | 1.62 | |
| BLCE-GAlgorithm Class=Optimal, Number of runs=102026.05 | 3.7 | |
| SoftBatchAlgorithm Class=Suboptimal, Number of runs=102026.05 | 5.5 | |
| BatchLearningAlgorithm Class=Optimal, Number of runs=102026.05 | 77.01 | |
| BatchLinUCB-DGAlgorithm Class=Suboptimal, Number of runs=102026.05 | 2,987.07 |