Bayesian Optimization on Ackley (d=20) synthetic (round 10)
0.219Relative Batch Instantaneous RegretmaxBEEBO
Evaluation Results
| Method | Links | |
|---|---|---|
| maxBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.219 | |
| meanBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.226 | |
| meanBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.282 | |
| maxBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.292 | |
| maxBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.586 | |
| meanBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.629 | |
| q-UCBsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.917 | |
| q-UCBsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.945 | |
| q-UCBsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.95 |