6514 search results - page 636 / 1303 » Low-Knowledge Algorithm Control |
169
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AAAI
1993
15 years 8 months ago
1993
Automating the construction of semantic grammars is a di cult and interesting problem for machine learning. This paper shows how the semantic-grammar acquisition problem can be vi...
159
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NIPS
1993
15 years 8 months ago
1993
Learning to recognize or predict sequences using long-term context has many applications. However, practical and theoretical problems are found in training recurrent neural networ...
143
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ATAL
2010
Springer
15 years 7 months ago
2010
Springer
We investigate planning for self-interested agents in large multi-agent simulations. We present two heuristic algorithms that exploit different domain-specific properties in order...
190
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JSAC
2006
15 years 6 months ago
2006
A systematic understanding of the decomposability structures in network utility maximization is key to both resource allocation and functionality allocation. It helps us obtain the...
176
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CEC
2010
IEEE
15 years 7 months ago
2010
IEEE
Many-objective problems are difficult to solve using conventional multi-objective evolutionary algorithms (MOEAs) as these algorithms rely primarily on Pareto ranking to guide the ...