21 citations · 22 across the 3 of their papers we have counts for
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cs.AI2013★ 1 cited
A Probabilistic Model of Action for Least-Commitment Planning with Information Gather
Denise L. Draper, Steve Hanks, Daniel Weld
AI planning algorithms have addressed the problem of generating sequences of operators that achieve some input goal, usually assuming that the planning agent has perfect control ov…
cs.AI2013
Localized Partial Evaluation of Belief Networks
Denise L. Draper, Steve Hanks
Most algorithms for propagating evidence through belief networks have been exact and exhaustive: they produce an exact (point-valued) marginal probability for every node in the net…
cs.AI2013★ 21 cited
Clustering Without (Thinking About) Triangulation
Denise L. Draper
The undirected technique for evaluating belief networks [Jensen, et.al., 1990, Lauritzen and Spiegelhalter, 1988] requires clustering the nodes in the network into a junction tree.…