Linear Contextual Bandits on Normal Contexts K=1000, d=5 synthetic (test)
1.15Average Runtime (s)SoftBatch
Evaluation results
| Method | Links | |
|---|---|---|
| SoftBatchAlgorithm Type=Suboptimal2026.05 | 1.15 | |
| RS-OFULAlgorithm Type=Suboptimal2026.05 | 1.37 | |
| BLCEAlgorithm Type=Optimal2026.05 | 2.17 | |
| BLCE-GAlgorithm Type=Optimal2026.05 | 3.58 | |
| BatchLearningAlgorithm Type=Optimal2026.05 | 143.07 | |
| BatchLinUCB-DGAlgorithm Type=Suboptimal2026.05 | 148.19 |