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A Method for Using Belief Networks as Influence Diagrams
Gregory Cooper
Abstract:
This paper demonstrates a method for using belief-network algorithms to solve influence diagram problems. In particular, both exact and approximation belief-network algorithms may be applied to solve influence-diagram problems. More generally, knowing the relationship between belief-network and influence-diagram problems may be useful in the design and development of more efficient influence diagram algorithms.
Keywords:
Pages: 55-63
PS Link:
PDF Link: /papers/88/p55-cooper.pdf
BibTex:
@INPROCEEDINGS{Cooper88,
AUTHOR = "Gregory Cooper
",
TITLE = "A Method for Using Belief Networks as Influence Diagrams",
BOOKTITLE = "Proceedings of the Fourth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-88)",
PUBLISHER = "AUAI Press",
ADDRESS = "Corvallis, Oregon",
YEAR = "1988",
PAGES = "55--63"
}
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