1393 search results - page 70 / 279 » Machine Learning by Function Decomposition |
102
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ECML
2007
Springer
15 years 8 months ago
2007
Springer
In this paper we investigate the relation between transfer learning in reinforcement learning with function approximation and supervised learning with concept drift. We present a n...
121
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Most work on preference learning has focused on pairwise preferences or rankings over individual items. In this paper, we present a method for learning preferences over sets of it...
100
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ECTEL
2006
Springer
15 years 6 months ago
2006
Springer
Argumentation is considered as an essential element for effective learning since it enables learners to develop their points of view and refine their knowledge. Our aim being to fa...
128
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ICML
1999
IEEE
16 years 3 months ago
1999
IEEE
Many interesting problems, such as power grids, network switches, and tra c ow, that are candidates for solving with reinforcement learningRL, alsohave properties that make distri...
142
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COLT
2006
Springer
15 years 6 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...