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JMLR
2010
148views more  JMLR 2010»
14 years 6 months ago
A Generalized Path Integral Control Approach to Reinforcement Learning
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
JMLR
2010
134views more  JMLR 2010»
14 years 6 months ago
Bayesian Algorithms for Causal Data Mining
We present two Bayesian algorithms CD-B and CD-H for discovering unconfounded cause and effect relationships from observational data without assuming causal sufficiency which prec...
Subramani Mani, Constantin F. Aliferis, Alexander ...
JMS
2010
109views more  JMS 2010»
14 years 6 months ago
Newborn Screening Healthcare Information System Based on Service-Oriented Architecture
In this paper, we established a newborn screening system under the HL7/Web Services frameworks. We rebuilt the NTUH Newborn Screening Laboratory's original standalone architec...
Sung-huai Hsieh, Sheau-Ling Hsieh, Yin-Hsiu Chien,...
JSAC
2010
142views more  JSAC 2010»
14 years 6 months ago
Handling inelastic traffic in wireless sensor networks
The capabilities of sensor networking devices are increasing at a rapid pace. It is therefore not impractical to assume that future sensing operations will involve real time (inela...
Jiong Jin, Avinash Sridharan, Bhaskar Krishnamacha...
JUCS
2010
168views more  JUCS 2010»
14 years 6 months ago
Extraction of Contextualized User Interest Profiles in Social Sharing Platforms
: Along with the emergence of the Web 2.0, E-learning more often takes place in open environments such as wikis, blogs, and resource sharing platforms. Nowadays, many companies dep...
Rafael Schirru, Stephan Baumann, Martin Memmel, An...
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