Contextual Bandit on Wheel Bandit delta=0.90
36.54Normalized Cumulative RegretSAU-Neural-S
Evaluation Results
| Method | Links | |
|---|---|---|
| SAU-Neural-SModel=Neural, Exploration=Sampling2021.05 | 36.54 | |
| NeuralLinearModel=Neural2021.05 | 45.47 | |
| SAU-Linear-SModel=Linear, Exploration=Sampling2021.05 | 54.88 | |
| NeuralGreedyModel=Neural, Exploration=Greedy2021.05 | 72.04 | |
| SAU-Neural-UCBModel=Neural, Exploration=UCB2021.05 | 73.87 | |
| SAU-Linear-UCBModel=Linear, Exploration=UCB2021.05 | 78.51 | |
| LinearModel=Linear2021.05 | 84.11 | |
| UniformExploration=Uniform2021.05 | 100 | |
| LinearGreedyModel=Linear, Exploration=Greedy2021.05 | 122.18 |