914 search results - page 44 / 183 » The Computational Complexity of Probabilistic Planning |
AINA
2007
IEEE
14 years 2 months ago
2007
IEEE
Many Ubiquitous computing applications can be considered as planning and acting problems in environments characterised by uncertainty and partial observability. Such systems rely ...
NIPS
2004
13 years 11 months ago
2004
We describe an approach to building brain-computer interfaces (BCI) based on graphical models for probabilistic inference and learning. We show how a dynamic Bayesian network (DBN...
RECOMB
2008
Springer
14 years 10 months ago
2008
Springer
The protein inference problem represents a major challenge in shotgun proteomics. Here we describe a novel Bayesian approach to address this challenge that incorporates the predict...
ICLP
2009
Springer
14 years 11 months ago
2009
Springer
Abstract. A class of probabilistic-logic models is considered, which increases the expressibility from HMM's and SCFG's regular and contextfree languages to, in principle...
COCO
2009
Springer
14 years 5 months ago
2009
Springer
Starting with Kilian (STOC ‘92), several works have shown how to use probabilistically checkable proofs (PCPs) and cryptographic primitives such as collision-resistant hashing to...