Linear Contextual Bandits on Synthetic Linear Bandit K=1000, d=5
0.85Average Runtime (s)RS-OFUL
Evaluation results
| Method | Links | |
|---|---|---|
| RS-OFULAlgorithm Class=Suboptimal, Number of runs=102026.05 | 0.85 | |
| SoftBatchAlgorithm Class=Suboptimal, Number of runs=102026.05 | 4.18 | |
| BLCEAlgorithm Class=Optimal, Number of runs=102026.05 | 5.91 | |
| BLCE-GAlgorithm Class=Optimal, Number of runs=102026.05 | 23.4 | |
| BatchLearningAlgorithm Class=Optimal, Number of runs=102026.05 | 166.17 | |
| BatchLinUCB-DGAlgorithm Class=Suboptimal, Number of runs=102026.05 | 290.87 |