371 search results - page 52 / 75 » Uncertainty Based Selection of Learning Experiences |
JMLR
2008
14 years 11 months ago
2008
Feature ranking is a fundamental machine learning task with various applications, including feature selection and decision tree learning. We describe and analyze a new feature ran...
EVOW
2010
Springer
15 years 6 months ago
2010
Springer
Monte Carlo Tree Search is a recent algorithm that achieves more and more successes in various domains. We propose an improvement of the Monte Carlo part of the algorithm by modify...
110
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ICRA
2009
IEEE
14 years 9 months ago
2009
IEEE
A Skilligent robot must be able to learn skills autonomously to accomplish a task. "Skilligence" is the capacity of the robot to control behaviors reasonably, based on th...
ATAL
2005
Springer
15 years 5 months ago
2005
Springer
In many negotiation and bargaining scenarios, a particular agent may need to interact repeatedly with another agent. Typically, these interactions take place under incomplete info...
115
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BMCBI
2008
14 years 12 months ago
2008
Background: Probability based statistical learning methods such as mutual information and Bayesian networks have emerged as a major category of tools for reverse engineering mecha...