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129
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EUROCAST
2007
Springer
15 years 9 months ago
2007
Springer
Abstract a paradigm of modern Machine Learning (ML) which uses rewards and punishments to guide the learning process. One of the central ideas of RL is learning by “direct-online...
140
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FPGA
2007
ACM
15 years 9 months ago
2007
ACM
Shrinking time-to-market and high demand for productivity has driven traditional hardware designers to use design methodologies that start from high-level languages. However, meet...
134
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GECCO
2007
Springer
15 years 9 months ago
2007
Springer
We attack the problem of user fatigue by using an interactive genetic algorithm to evolve user interfaces in the XUL interface definition language. The interactive genetic algori...
150
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GECCO
2007
Springer
15 years 9 months ago
2007
Springer
We show how a random mutation hill climber that does multilevel selection utilizes transposition to escape local optima on the discrete Hierarchical-If-And-Only-If (HIFF) problem....
186
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GECCO
2007
Springer
15 years 9 months ago
2007
Springer
The basic idea to defend in this paper is that an adequate perception of the search space, sacrificing most of the precision, can paradoxically accelerate the discovery of the mo...