486 search results - page 48 / 98 » A Bayesian Framework for Reinforcement Learning |
145
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper presents a new framework for accumulating beliefs in spoken dialogue systems. The technique is based on updating a Bayesian Network that represents the underlying state...
156
click to vote
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
As opposed to traditional supervised learning, multiple-instance learning concerns the problem of classifying a bag of instances, given bags that are labeled by a teacher as being...
129
Voted
RECOMB
2000
Springer
15 years 7 months ago
2000
Springer
DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
183
Voted
BIOCOMP
2006
15 years 5 months ago
2006
Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
131
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Given a model family and a set of unlabeled examples, one could either label specific examples or state general constraints--both provide information about the desired model. In g...