Bayesian Optimization on Rastrigin (d=100) synthetic (round 10)
50.1Relative Batch Instantaneous RegretmaxBEEBO
Evaluation results
| Method | Links | |
|---|---|---|
| maxBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 50.1 | |
| meanBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 50.6 | |
| meanBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 54 | |
| maxBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 54.4 | |
| maxBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 55.7 | |
| meanBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 60.4 | |
| q-UCBsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 75.9 | |
| q-UCBsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 78 | |
| q-UCBsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 83.2 |