# Results Comparing Gp To Parametric

Comparison of the Gaussian process inference to the true optimum and a parametric estimate.

Comparison across 100 simulations under the policies inferred from each approach show the nearly optimal performance of the GP and the tragic crashes introduced by the parametric management.

## Sensitivity analysis

Working through an exploratory sensitivity analysis to see GP performance over different parameters.

Distribution of yield over replicates shows the parametric model performing rather poorly, while most of the GP replicates perform nearly optimally.