Definition: 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.
Input: In earlier work, we introduced flexible infer ence and decision-theoretic metareasoning to address the intractability of normative infer ence. Here, rather than pursuing the task of computing beliefs and actions with decision models composed of distinctions about uncer tain events, we examine methods for inferring beliefs about mathematical truth before an automated theorem prover completes a proof. We employ a Bayesian analysis to update be lief in truth, given theorem-proving progress, and show how decision-theoretic methods can be used to determine the value of continuing to deliberate versus taking immediate action in time-critical situations.
Output:
Studies of Theorem Proving under Limited Resources