Simple Regret Minimization on MovieLens 1M (instance)
0.31Simple RegretKnown-p Active + UCB
Evaluation Results
| Method | Links | |
|---|---|---|
| Known-p Active + UCBHorizon (T)=150002026.05 | 0.31 | |
| EETC + UCBHorizon (T)=150002026.05 | 0.33 | |
| EETC + UCBHorizon (T)=100002026.05 | 0.41 | |
| Passive + UCBHorizon (T)=150002026.05 | 0.47 | |
| Known-p Active + UCBHorizon (T)=100002026.05 | 0.49 | |
| Known-p Active + UniformHorizon (T)=150002026.05 | 0.56 | |
| EETC + UniformHorizon (T)=150002026.05 | 0.59 | |
| Passive + UCBHorizon (T)=100002026.05 | 0.71 | |
| Known-p Active + UniformHorizon (T)=100002026.05 | 0.74 | |
| Passive + UniformHorizon (T)=150002026.05 | 0.75 | |
| EETC + UniformHorizon (T)=100002026.05 | 0.81 | |
| Known-p Active + UCBHorizon (T)=50002026.05 | 0.88 | |
| EETC + UCBHorizon (T)=50002026.05 | 0.97 | |
| Passive + UniformHorizon (T)=100002026.05 | 1.1 | |
| Passive + UCBHorizon (T)=50002026.05 | 1.29 | |
| Known-p Active + UniformHorizon (T)=50002026.05 | 1.78 | |
| EETC + UniformHorizon (T)=50002026.05 | 1.85 | |
| Passive + UniformHorizon (T)=50002026.05 | 2.05 | |
| Known-p Active + UCBHorizon (T)=25002026.05 | 2.28 | |
| Passive + UCBHorizon (T)=25002026.05 | 2.53 | |
| EETC + UCBHorizon (T)=25002026.05 | 2.57 | |
| Known-p Active + UniformHorizon (T)=25002026.05 | 2.99 | |
| EETC + UniformHorizon (T)=25002026.05 | 3.52 | |
| Passive + UniformHorizon (T)=25002026.05 | 3.76 |