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01/15/2014
Learning Partially Observable Deterministic Action Models
We present exact algorithms for identifying deterministic-actions effect...
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01/10/2013
Efficient Approximation for Triangulation of Minimum Treewidth
We present four novel approximation algorithms for finding triangulation...
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10/16/2012
Lifted Relational Variational Inference
Hybrid continuous-discrete models naturally represent many real-world ap...
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06/13/2012
Sampling First Order Logical Particles
Approximate inference in dynamic systems is the problem of estimating th...
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03/15/2012
Lifted Inference for Relational Continuous Models
Relational Continuous Models (RCMs) represent joint probability densitie...
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02/14/2012
Reasoning about RoboCup Soccer Narratives
This paper presents an approach for learning to translate simple narrati...
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07/16/2002
