3694 search results - page 545 / 739 » Stochastic complexity in learning |
173
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GECCO
2009
Springer
15 years 11 months ago
2009
Springer
Shin et al [19] and McKay et al [15] previously applied tree compression and semantics-based simplification to study the distribution of building blocks in evolving Genetic Progr...
181
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ICCBR
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. This paper proposes a fuzzy-rough method of maintaining CaseBased Reasoning (CBR) systems. The methodology is mainly based on the idea that a large case library can be tr...
151
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COLT
2000
Springer
15 years 10 months ago
2000
Springer
We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalizatio...
163
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ROBOCUP
1998
Springer
15 years 10 months ago
1998
Springer
The RoboCup simulator competition is one of the most challenging international proving grounds for contemporary AI research. Exactly because of the high level of complexity and a l...
189
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ROBOCUP
1998
Springer
15 years 10 months ago
1998
Springer
Co-evolution has been receiving increased attention as a method for multi agent simultaneous learning. This paper discusses how multiple robots can emerge cooperative behaviors thr...