2623 search results - page 417 / 525 » Universal Learning Theory |
140
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ICLP
2010
Springer
15 years 7 months ago
2010
Springer
We present a novel approach to non-monotonic ILP and its implementation called tal (Top-directed Abductive Learning). tal overcomes some of the completeness problems of ILP systems...
141
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ATAL
2008
Springer
15 years 6 months ago
2008
Springer
In this paper we address the problem of coordination in multi-agent sequential decision problems with infinite statespaces. We adopt a game theoretic formalism to describe the int...
157
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AAAI
2010
15 years 5 months ago
2010
A general game player is a system that understands the rules of unknown games and learns to play these games well without human intervention. A major challenge for research in Gen...
126
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IJCAI
2007
15 years 5 months ago
2007
In the past ten years, boosting has become a major field of machine learning and classification. This paper brings contributions to its theory and algorithms. We first unify a ...
154
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ACL
2001
15 years 5 months ago
2001
Many machine learning methods have recently been applied to natural language processing tasks. Among them, the Winnow algorithm has been argued to be particularly suitable for NLP...