1398 search results - page 60 / 280 » Bayesian actor-critic algorithms |
114
Voted
ICA
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. A nonparametric Bayesian extension of Independent Components Analysis (ICA) is proposed where observed data Y is modelled as a linear superposition, G, of a potentially i...
105
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JMLR
2010
14 years 7 months ago
2010
We study the problem of learning an optimal Bayesian network in a constrained search space; skeletons are compelled to be subgraphs of a given undirected graph called the super-st...
115
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BIBM
2009
IEEE
15 years 5 months ago
2009
IEEE
—A typical cell has a size of only 10 µm while it contains about a billion proteins. Transportation of these proteins from their synthesis sites to their target locations within...
114
Voted
UAI
1996
15 years 2 months ago
1996
Bayesiannetworks provide a languagefor qualitatively representing the conditional independence properties of a distribution. This allows a natural and compact representation of th...
106
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ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Reinforcement learning (RL) was originally proposed as a framework to allow agents to learn in an online fashion as they interact with their environment. Existing RL algorithms co...