Detailed Instructions: In this task, you are given a part of an article. Your task is to generate headline (title) for this text. Preferred headlines are under fifteen words.
Problem:We outline a method to estimate the value of computation for a flexible algorithm using em pirical data. To determine a reasonable trade-off between cost and value, we build an empirical model of the value obtained through computa tion, and apply this model to estimate the value of computation for quite different problems. In par ticular, we investigate this trade-off for the prob lem of constructing policies for decision prob lems represented as influence diagrams. We show how two features of our anytime algorithm pro vide reasonable estimates of the value of compu tation in this domain.
Solution:
Estimating the Value of Computation in Flexible Information Refinement