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163
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FOCS
2003
IEEE
16 years 4 days ago
2003
IEEE
We consider a model of learning Boolean functions from examples generated by a uniform random walk on {0, 1}n . We give a polynomial time algorithm for learning decision trees and...
175
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ICALT
2003
IEEE
16 years 4 days ago
2003
IEEE
Students often turn to their peers for help in order to learn a new concept or lesson introduced by a teacher in class. This establishes roles of tutor and learner between student...
183
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ALS
2003
Springer
16 years 2 days ago
2003
Springer
This paper takes an overtly anticipatory stance to the understanding of animat learning and behavior. It analyses four major animal learning theories and attempts to identify the a...
200
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ECML
2003
Springer
16 years 2 days ago
2003
Springer
Comparative machine learning experiments have become an important methodology in empirical approaches to natural language processing (i) to investigate which machine learning algor...
156
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ICRA
2002
IEEE
15 years 11 months ago
2002
IEEE
We present a self-valuing learning technique which is capable of learning how to grasp unfamiliar objects and generalize the learned abilities. The learning system consists of two...