Linear Contextual Bandits on Synthetic Linear Bandit K=50, d=20
0.42Average Runtime (s)RS-OFUL
Evaluation results
| Method | Links | |
|---|---|---|
| RS-OFULAlgorithm Class=Suboptimal, Number of runs=102026.05 | 0.42 | |
| BLCEAlgorithm Class=Optimal, Number of runs=102026.05 | 1.06 | |
| BLCE-GAlgorithm Class=Optimal, Number of runs=102026.05 | 2.26 | |
| SoftBatchAlgorithm Class=Suboptimal, Number of runs=102026.05 | 3.74 | |
| BatchLearningAlgorithm Class=Optimal, Number of runs=102026.05 | 45.85 | |
| BatchLinUCB-DGAlgorithm Class=Suboptimal, Number of runs=102026.05 | 1,031.66 |