2440 search results - page 52 / 488 » Learn .MT: A New Approach to Incremental Learning |
184
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ICA
2010
Springer
15 years 7 months ago
2010
Springer
Abstract. A new dictionary learning method for exact sparse representation is presented in this paper. As the dictionary learning methods often iteratively update the sparse coeffi...
268
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ATAL
2006
Springer
15 years 10 months ago
2006
Springer
Factored representations, model-based learning, and hierarchies are well-studied techniques for improving the learning efficiency of reinforcement-learning algorithms in large-sca...
174
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CIS
2008
Springer
15 years 8 months ago
2008
Springer
Rival Penalized Competitive Learning (RPCL) and its variants can perform clustering analysis efficiently with the ability of selecting the cluster number automatically. Although t...
165
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ACMSE
2010
ACM
15 years 4 months ago
2010
ACM
Reinforcement Programming (RP) is a new technique for automatically generating a computer program using reinforcement learning methods. This paper describes how RP learned to gene...
146
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ECAI
2008
Springer
15 years 8 months ago
2008
Springer
This paper proposes an approach that enables agents to teach each other concepts from their ontologies using examples. Unlike other concept learning approaches, our approach enable...