1380 search results - page 10 / 276 » On Universal Transfer Learning |
ICALT
2005
IEEE
14 years 2 months ago
2005
IEEE
IJCAI
2007
13 years 10 months ago
2007
Learning capabilities of computer systems still lag far behind biological systems. One of the reasons can be seen in the inefficient re-use of control knowledge acquired over the...
AGI
2008
13 years 10 months ago
2008
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...
EPIA
2007
Springer
14 years 2 months ago
2007
Springer
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...
DAGSTUHL
2006
13 years 9 months ago
2006
We present and relate recent results in prediction based on countable classes of either probability (semi-)distributions or base predictors. Learning by Bayes, MDL, and stochastic ...