1584 search results - page 96 / 317 » Continuous Optimization of Hyper-Parameters |
134
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BNCOD
2008
15 years 5 months ago
2008
Abstract. Accurate selectivity estimations are essential for query optimization decisions where they are typically derived from various kinds of histograms which condense value dis...
107
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ESANN
2007
15 years 5 months ago
2007
This paper presents our Recurrent Control Neural Network (RCNN), which is a model-based approach for a data-efficient modelling and control of reinforcement learning problems in di...
96
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GECCO
2008
Springer
15 years 4 months ago
2008
Springer
This work studies the mGA operator (Micro Genetic Algorithm), that has been proposed in literature as a “local search” operator for optimization with Genetic Algorithm. A new ...
136
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AUTOMATICA
2008
15 years 3 months ago
2008
It is well known that stochastic control systems can be viewed as Markov decision processes (MDPs) with continuous state spaces. In this paper, we propose to apply the policy iter...
129
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JAIR
2006
15 years 3 months ago
2006
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...