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118
Voted
IJCAI
1997
15 years 5 months ago
1997
Windowing has been proposed as a procedure for efficient memory use in the ID3 decision tree learning algorithm. However, it was shown that it may often lead to a decrease in perf...
150
Voted
LATA
2009
Springer
15 years 10 months ago
2009
Springer
In this paper we survey some results in inductive inference showing how learnability of a class of languages may depend on hypothesis space chosen. We also discuss results which co...
122
Voted
ICML
1997
IEEE
16 years 4 months ago
1997
IEEE
The goal of robot learning from demonstration is to have a robot learn from watching a demonstration of the task to be performed. In our approach to learning from demonstration th...
129
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ICALT
2006
IEEE
15 years 9 months ago
2006
IEEE
Vicarious Learning is learning from watching others learn. We believe that this is a powerful model for computer-based learning. Learning episodes can be captured and replayed to ...
153
Voted
IJCAI
1989
15 years 4 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...