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