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» An Introduction to Transfer Learning
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AGI
2008
14 years 11 months ago
Transfer Learning and Intelligence: an Argument and Approach
In order to claim fully general intelligence in an autonomous agent, the ability to learn is one of the most central capabilities. Classical machine learning techniques have had ma...
Matthew E. Taylor, Gregory Kuhlmann, Peter Stone
EPIA
2007
Springer
15 years 3 months ago
Generalization and Transfer Learning in Noise-Affected Robot Navigation Tasks
Abstract. When a robot learns to solve a goal-directed navigation task with reinforcement learning, the acquired strategy can usually exclusively be applied to the task that has be...
Lutz Frommberger
75
Voted
AC
2003
Springer
15 years 2 months ago
Introduction to Statistical Learning Theory
Olivier Bousquet, Stéphane Boucheron, G&aac...