Contextual Bandit on Mushroom
2.2Relative Cumulative RegretNeural-SAU-S
Evaluation Results
| Method | Links | |
|---|---|---|
| Neural-SAU-SBackbone=Neural, Strategy=SAU-Sampling2021.05 | 2.2 | |
| Neural-SAU-UCBBackbone=Neural, Strategy=SAU-UCB2021.05 | 2.32 | |
| NeuralLinearBackbone=Neural2021.05 | 2.66 | |
| LinearPosteriorBackbone=Linear2021.05 | 3.02 | |
| Linear-SAU-UCBBackbone=Linear, Strategy=SAU-UCB2021.05 | 3.09 | |
| Linear-SAU-SBackbone=Linear, Strategy=SAU-Sampling2021.05 | 4.58 | |
| LinearGreedyBackbone=Linear2021.05 | 4.64 | |
| NeuralGreedyBackbone=Neural2021.05 | 26.66 | |
| Uniform2021.05 | 100 |