Contextual Bandit on Statlog
0.6Relative Cumulative RegretNeural-SAU-UCB
Evaluation Results
| Method | Links | |
|---|---|---|
| Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.05 | 0.6 | |
| Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.05 | 0.62 | |
| NeuralLinearBackbone=Neural2021.05 | 1.26 | |
| Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.05 | 10.02 | |
| LinearPosteriorBackbone=Linear2021.05 | 10.29 | |
| Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.05 | 10.44 | |
| NeuralGreedyBackbone=Neural2021.05 | 40.17 | |
| Uniform2021.05 | 100 | |
| LinearGreedyBackbone=Linear2021.05 | 109.26 |