Toward a complete criterion for value of information in insoluble decision problems

In a decision problem, observations are said to be material if they must be taken into account to perform optimally. Decision problems have an underlying (graphical) causal structure, which may sometimes be used to evaluate certain observations as immaterial. For soluble graphs — ones where importan...

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Bibliographic Details
Main Authors: Lee, S, Carey, R, Evans, R
Format: Journal article
Language:English
Published: Journal of Machine Learning Research 2024