1437 search results - page 44 / 288 » Generalized Belief Propagation |
AAAI
2004
13 years 11 months ago
2004
A standard intuition underlying traditional accounts of belief change is the principle of minimal change. In this paper we introduce a novel account of belief change in which the ...
IJCAI
2003
13 years 11 months ago
2003
We propose a generalization of expected utility that we call generalized EU (GEU), where a deci sion maker's beliefs are represented by plausibil ity measures and the dec...
AAAI
2008
14 years 10 days ago
2008
We develop a point based method for solving finitely nested interactive POMDPs approximately. Analogously to point based value iteration (PBVI) in POMDPs, we maintain a set of bel...
PAMI
2010
13 years 8 months ago
2010
— Time-of-flight range sensors and passive stereo have complimentary characteristics in nature. To fuse them to get high accuracy depth maps varying over time, we extend traditi...
NIPS
2007
13 years 11 months ago
2007
Variational methods are frequently used to approximate or bound the partition or likelihood function of a Markov random field. Methods based on mean field theory are guaranteed ...