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ICLP
2009
Springer
16 years 1 months ago
Generative Modeling by PRISM
PRISM is a probabilistic extension of Prolog. It is a high level language for probabilistic modeling capable of learning statistical parameters from observed data. After reviewing ...
Taisuke Sato
97
Voted
AIPS
2006
15 years 1 months ago
Fast Probabilistic Planning through Weighted Model Counting
We present a new algorithm for probabilistic planning with no observability. Our algorithm, called Probabilistic-FF, extends the heuristic forward-search machinery of Conformant-F...
Carmel Domshlak, Jörg Hoffmann
73
Voted
ECSQARU
2001
Springer
15 years 4 months ago
Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning
Veronica Biazzo, Angelo Gilio, Thomas Lukasiewicz,...
105
Voted
AAAI
2008
15 years 2 months ago
Factored Models for Probabilistic Modal Logic
Modal logic represents knowledge that agents have about other agents' knowledge. Probabilistic modal logic further captures probabilistic beliefs about probabilistic beliefs....
Afsaneh Shirazi, Eyal Amir
UAI
1998
15 years 1 months ago
Context-specific approximation in probabilistic inference
There is evidence that the numbers in probabilistic inference don't really matter. This paper considers the idea that we can make a probabilistic model simpler by making fewe...
David Poole