GECCO
2009
Springer
14 years 6 months ago
2009
Springer
GECCO
2009
Springer
14 years 6 months ago
2009
Springer
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
Previously either due to hardware GPU limits or older versions of software, careful implementation of PRNGs was required to make good use of the limited numerical precision availa...
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
In this work, we explore the idea that parameter setting of stochastic metaheuristics should be considered as a multiobjective problem. The so-called “performance fronts” pres...
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
Given the complexity of the problem, genetic algorithms are one of the more promising methods of discovering control schemes for soft robotics. Since physically embodied evolution...
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
This paper describes the application of a Gaussian Estimation-of-Distribution (EDA) for real-valued optimization to the noiseless part of a benchmark introduced in 2009 called BBO...
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
Radiologists disagree with each other over the characteristics and features of what constitutes a normal mammogram and the terminology to use in the associated radiology report. R...