322 search results - page 9 / 65 » Developing and Reasoning About Probabilistic Programs in pGC... |
DLOG
2009
13 years 5 months ago
2009
Abstract This paper analyzes the probabilistic description logic PSHIQ by looking at it as a fragment of probabilistic first-order logic with semantics based on possible worlds. We...
ICLP
1997
Springer
13 years 11 months ago
1997
Springer
Hybrid Probabilistic Programs (HPPs) are logic programs that allow the programmer to explicitly encode his knowledge of the dependencies between events being described in the prog...
IDT
2010
13 years 6 months ago
2010
Humans know how to reason based on cause and effect, but cause and effect is not enough to draw conclusions due to the problem of imperfect information and uncertainty. To resol...
ICLP
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. There is currently a large interest in probabilistic logical models. A popular algorithm for approximate probabilistic inference with such models is Gibbs sampling. From ...
ICRA
2010
IEEE
13 years 5 months ago
2010
IEEE
Abstract-- This paper presents a novel framework for integrating fundamental tasks in robotic navigation through a statistical inference procedure. A probabilistic model that joint...