Contextual Bandits on MIND small
169.4Cumulative RegretGraphDR
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphDRT=200002026.06 | 169.4 | |
| Laplacian-regT=200002026.06 | 325.9 | |
| SpectralUCBT=200002026.06 | 341.7 | |
| full LinUCBT=200002026.06 | 346.1 | |
| PCAT=200002026.06 | 358.1 | |
| GraphDR-LinUCBζk=0.99, T (Horizon)=20,000, Seeds=5, Nodes count=15002026.06 | 415 | |
| full LinUCBζk=0.99, T (Horizon)=20,000, Seeds=5, Nodes count=15002026.06 | 780.5 | |
| PCAζk=0.99, T (Horizon)=20,000, Seeds=5, Nodes count=15002026.06 | 887.7 | |
| shuffleζk=0.99, T (Horizon)=20,000, Seeds=5, Nodes count=15002026.06 | 943.9 |