Contextual Bandit on GasDrift OpenML
481.2Final Cumulative RegretLinTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LinTSContext Dimension (P x K)=129 x 6, Time steps (T)=10000, Replications (R)=122026.02 | 481.2 | 15.8 | 3.89 | |
| BFTSContext Dimension (P x K)=129 x 6, Time steps (T)=10000, Replications (R)=122026.02 | 818.1 | 75.5 | 1.89 | |
| LinUCBContext Dimension (P x K)=129 x 6, Time steps (T)=10000, Replications (R)=122026.02 | 922.6 | 20.8 | 4.78 | |
| XGBoostTSContext Dimension (P x K)=129 x 6, Time steps (T)=10000, Replications (R)=122026.02 | 1,240.8 | 38.1 | 2.33 | |
| RFTSContext Dimension (P x K)=129 x 6, Time steps (T)=10000, Replications (R)=122026.02 | 2,284.5 | 443.7 | 3.11 | |
| NeuralTSContext Dimension (P x K)=129 x 6, Time steps (T)=10000, Replications (R)=122026.02 | 7,584.8 | 245 | 5 |