Factored Probabilistic Belief Tracking

IJCAI, pp. 3045-3052, 2016.

Cited by: 2|Bibtex|Views15
EI
Other Links: dblp.uni-trier.de|dl.acm.org|academic.microsoft.com|arxiv.org

Abstract:

The problem of belief tracking in the presence of stochastic actions and observations is pervasive and yet computationally intractable. In this work we show however that probabilistic beliefs can be maintained in factored form exactly and efficiently across a number of causally closed beams, when the state variables that appear in more th...More

Code:

Data:

Full Text
Your rating :
0

 

Tags
Comments