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» Learning Rules and Their Exceptions
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IWLCS
2005
Springer
15 years 3 months ago
Binary Rule Encoding Schemes: A Study Using the Compact Classifier System
Xavier Llorà, Kumara Sastry, David E. Goldb...
58
Voted
MLDM
2001
Springer
15 years 2 months ago
First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps
Donato Malerba, Floriana Esposito, Antonietta Lanz...
AI
2008
Springer
14 years 9 months ago
An experimental evaluation of simplicity in rule learning
While recent research on rule learning has focussed largely on finding highly accurate hypotheses, we evaluate the degree to which these hypotheses are also simple, that is small....
Ulrich Rückert, Luc De Raedt
70
Voted
AAAI
1996
14 years 11 months ago
Learning Efficient Rules by Maintaining the Explanation Structure
Many learning systems suffer from the utility problem; that is, that time after learning is greater than time before learning. Discovering how to assure that learned knowledge wil...
Jihie Kim, Paul S. Rosenbloom
ATAL
2006
Springer
15 years 1 months ago
Rule value reinforcement learning for cognitive agents
RVRL (Rule Value Reinforcement Learning) is a new algorithm which extends an existing learning framework that models the environment of a situated agent using a probabilistic rule...
Christopher Child, Kostas Stathis