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JAIR
2008
107views more  JAIR 2008»
13 years 10 months ago
Planning with Durative Actions in Stochastic Domains
Probabilistic planning problems are typically modeled as a Markov Decision Process (MDP). MDPs, while an otherwise expressive model, allow only for sequential, non-durative action...
Mausam, Daniel S. Weld
JAPLL
2008
98views more  JAPLL 2008»
13 years 10 months ago
A formal account of Socratic-style argumentation
In traditional mathematical models of argumentation an argument often consists of a chain of rules or reasons, beginning with premisses and leading to a conclusion that is endorse...
Martin Caminada
CPHYSICS
2007
138views more  CPHYSICS 2007»
13 years 10 months ago
UPIC: A framework for massively parallel particle-in-cell codes
The UCLA Parallel Particle-in-Cell (UPIC) Framework, is designed to provide trusted components for building a variety of parallel Particle-in-Cell (PIC) codes. It is based on the ...
Viktor K. Decyk
JLP
2008
92views more  JLP 2008»
13 years 10 months ago
Relational measures and integration in preference modeling
Based on a set of criteria and a measuring lattice, we introduce relational measures as generalizations of fuzzy measures. The latter have recently made their way from the interva...
Gunther Schmidt, Rudolf Berghammer
JMLR
2006
148views more  JMLR 2006»
13 years 10 months ago
Walk-Sums and Belief Propagation in Gaussian Graphical Models
We present a new framework based on walks in a graph for analysis and inference in Gaussian graphical models. The key idea is to decompose the correlation between each pair of var...
Dmitry M. Malioutov, Jason K. Johnson, Alan S. Wil...