Two Procedures for Compiling Influence Diagrams
Paul Lehner, Azar Sadigh
Two algorithms are presented for "compiling" influence diagrams into a set of simple decision rules. These decision rules define simple-to-execute, complete, consistent, and near-optimal decision procedures. These compilation algorithms can be used to derive decision procedures for human teams solving time constrained decision problems.
PDF Link: /papers/93/p335-lehner.pdf
AUTHOR = "Paul Lehner
and Azar Sadigh",
TITLE = "Two Procedures for Compiling Influence Diagrams",
BOOKTITLE = "Proceedings of the Ninth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-93)",
PUBLISHER = "Morgan Kaufmann",
ADDRESS = "San Francisco, CA",
YEAR = "1993",
PAGES = "335--341"