Contextual Bandit on Census
38.54Relative Cumulative RegretNeural-SAU-UCB
Evaluation Results
| Method | Links | |
|---|---|---|
| Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.05 | 38.54 | |
| Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.05 | 38.76 | |
| Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.05 | 39.65 | |
| Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.05 | 39.98 | |
| NeuralLinearBackbone=Neural2021.05 | 41 | |
| LinearPosteriorBackbone=Linear2021.05 | 46.7 | |
| LinearGreedyBackbone=Linear2021.05 | 65.35 | |
| NeuralGreedyBackbone=Neural2021.05 | 85.82 | |
| Uniform2021.05 | 100 |