1027 search results - page 24 / 206 » Learning Similar Tasks From Observation and Practice |
118
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
A typical goal for transfer learning algorithms is to utilize knowledge gained in a source task to learn a target task faster. Recently introduced transfer methods in reinforcemen...
101
Voted
ENTCS
2007
15 years 13 days ago
2007
Debugging by observing the evaluation of expressions and functions is a useful approach for finding bugs in lazy functional and functional logic programs. However, adding and rem...
105
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
119
click to vote
FORTE
2004
15 years 1 months ago
2004
Abstract. Monitoring large distributed concurrent systems is a challenging task. In this paper we formulate (model-based) diagnosis by means of hidden state history reconstruction,...
125
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ECML
2006
Springer
15 years 4 months ago
2006
Springer
We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to ana...