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123
Voted
UAI
1998
15 years 4 months ago
1998
We present an anytime algorithm which computes policies for decision problems represented as multi-stage influence diagrams. Our algorithm constructs policies incrementally, start...
140
Voted
AIPS
2009
15 years 3 months ago
2009
We define the robustness of a sequential plan as the probability that it will execute successfully despite uncertainty in the execution environment. We consider a rich notion of u...
204
Voted
ISCI
2007
15 years 2 months ago
2007
ct 9 Words mean different things to different people, and so are uncertain. We, therefore, need a fuzzy set model for a word 10 that has the potential to capture their uncertaint...
127
Voted
ICALP
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. We define and study two versions of the bipartite matching problem in the framework of two-stage stochastic optimization with recourse. In one version the uncertainty is...
117
Voted
ISIPTA
2003
IEEE
15 years 8 months ago
2003
IEEE
A second-order hierarchical uncertainty model of a system of independent random variables is studied in the paper. It is shown that the complex nonlinear optimization problem for ...