Stochasticity of Rewards

[christianadriano]

@brrrachel
Please confirm with Sona if we should build the distribution of rewards by component,failure pairs only, or we should add one more parameter (e.g., Shop).

[christianadriano]

I don't believe we need to rebuild these distributions by shop. Each shop has different parameters, but the utility_increase for a component_failure pair is computed using the same utility function.

[brrrachel]

@christianadriano I have already introduced selecting the component based on the id. @2start will investigate how this changes the results.

[brrrachel]

Using the id instead of the name increases the number of <component, failure pairs> from 72 to 1434. We have at total 10928 data points.

[christianadriano]

This means that we would probably have less than 10 rewards values (10928/1434) for each <component_id, failure> pair. ..