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» A Survey on Transfer Learning
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IJCAI
2007
13 years 9 months ago
An Experts Algorithm for Transfer Learning
A long-lived agent continually faces new tasks in its environment. Such an agent may be able to use knowledge learned in solving earlier tasks to produce candidate policies for it...
Erik Talvitie, Satinder Singh
CVPR
2009
IEEE
15 years 3 months ago
Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer
We study the problem of object classification when training and test classes are disjoint, i.e. no training examples of the target classes are available. This setup has hardly be...
Christoph H. Lampert, Hannes Nickisch, Stefan Harm...
ATAL
2009
Springer
14 years 2 months ago
Transferring experience in reinforcement learning through task decomposition
Ioannis Partalas, Grigorios Tsoumakas, Konstantino...
CIKM
2009
Springer
14 years 2 months ago
Graph-based transfer learning
Jingrui He, Yan Liu, Richard D. Lawrence