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» First-order probabilistic inference
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AIPS
2007
13 years 7 months ago
Approximate Solution Techniques for Factored First-Order MDPs
Most traditional approaches to probabilistic planning in relationally specified MDPs rely on grounding the problem w.r.t. specific domain instantiations, thereby incurring a com...
Scott Sanner, Craig Boutilier
UAI
2008
13 years 6 months ago
Sampling First Order Logical Particles
Approximate inference in dynamic systems is the problem of estimating the state of the system given a sequence of actions and partial observations. High precision estimation is fu...
Hannaneh Hajishirzi, Eyal Amir
DLOG
2009
13 years 3 months ago
On Correspondences between Probabilistic First-Order and Description Logics
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...
Pavel Klinov, Bijan Parsia, Ulrike Sattler
WFLP
2009
Springer
255views Algorithms» more  WFLP 2009»
13 years 12 months ago
A Simple Region Inference Algorithm for a First-Order Functional Language
Manuel Montenegro, Ricardo Peña-Marí...