jharwell / sierra

Automation framework for the scientific method in AI research
MIT License
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feature/81-create-adaptability-measure #81

Closed jharwell closed 5 years ago

jharwell commented 5 years ago

Defined as the resistance of the observed performance curve to negative changes in the applied environmental variance, and taking advantage of positive changes in the applied environmental variance.

A(t) = P_observed(t) - (P_ideal(t) variance(t)) if variance(t) > 0 (negative changes) A(t) = P_observed(t) + (P_ideal(t) variance(t)) if variance(t) <= 0 (positive changes)

Basically scaling the observed performance during ideal conditions according to whatever the variance applied on a given timestep t was.