220 search results - page 1 / 44 » Learning probabilistic decision graphs |
IJAR
2006
13 years 5 months ago
2006
Probabilistic decision graphs (PDGs) are a representation language for probability distributions based on binary decision diagrams. PDGs can encode (context-specific) independence...
4OR
2011
12 years 11 months ago
2011
Abstract This paper provides a survey on probabilistic decision graphs for mod
IJAR
2010
13 years 3 months ago
2010
Probabilistic Decision Graphs (PDGs) are a class of graphical models that can naturally encode some context specific independencies that cannot always be efficiently captured by...
KR
1994
Springer
13 years 9 months ago
1994
Springer
Probabilistic AI planning methods that minimize expected execution cost have a neutral attitude towards risk. We demonstrate how one can transform planning problems for risk-sensi...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
Decision-theoretic reasoning and planning algorithms are increasingly being used for mobile robot navigation, due to the signi cant uncertainty accompanying the robots' perce...