Contextual Bandit on Covertype
27.46Relative Cumulative RegretNeural-SAU-S
Evaluation Results
| Method | Links | |
|---|---|---|
| Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.05 | 27.46 | |
| Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.05 | 27.9 | |
| NeuralLinearBackbone=Neural2021.05 | 29.18 | |
| Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.05 | 36.29 | |
| Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.05 | 36.77 | |
| LinearPosteriorBackbone=Linear2021.05 | 36.88 | |
| LinearGreedyBackbone=Linear2021.05 | 53.5 | |
| NeuralGreedyBackbone=Neural2021.05 | 88.85 | |
| Uniform2021.05 | 100 |