Sciweavers

1398 search results - page 18 / 280
» Bayesian actor-critic algorithms
Sort
View
IJON
2010
138views more  IJON 2010»
13 years 6 months ago
A dynamic Bayesian network to represent discrete duration models
Originally devoted to specific applications such as biology, medicine and demography, duration models are now widely used in economy, finance or reliability. Recent works in var...
Roland Donat, Philippe Leray, Laurent Bouillaut, P...
ICIP
1998
IEEE
14 years 9 months ago
Two Bayesian Image Restoration Algorithms from Partially-Known Blurs
Nikolas P. Galatsanos, Vladimir Z. Mesarovic, Rafa...
INFORMATICALT
2002
91views more  INFORMATICALT 2002»
13 years 7 months ago
Bayesian Heuristic Approach to Scheduling
Abstract. Real life scheduling problems are solved by heuristics with parameters defined by experts, as usual. In this paper a new approach is proposed where the parameters of vari...
Jonas Mockus
PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
13 years 5 months ago
Smarter Sampling in Model-Based Bayesian Reinforcement Learning
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efficient use of data samples, but typically uses significantly more computation. For discrete Markov Decis...
Pablo Samuel Castro, Doina Precup
PKDD
2010
Springer
162views Data Mining» more  PKDD 2010»
13 years 5 months ago
Expectation Propagation for Bayesian Multi-task Feature Selection
In this paper we propose a Bayesian model for multi-task feature selection. This model is based on a generalized spike and slab sparse prior distribution that enforces the selectio...
Daniel Hernández-Lobato, José Miguel...