GECCO
2009
Springer
14 years 3 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
2010
Springer
14 years 3 months ago
2010
Springer
Evolutionary methods have been used to repair programs automatically, with promising results. However, the fitness function used to achieve these results was based on a few simpl...
EUROGP
2003
Springer
14 years 4 months ago
2003
Springer
Finite state transducers (FSTs) are finite state machines that map strings in a source domain into strings in a target domain. While there are many reports in the literature of ev...
EVOW
2005
Springer
14 years 4 months ago
2005
Springer
Abstract. Experiments are described which use genetic algorithms operating on the parameter settings of an FM synthesizer, with the aim of mimicking known synthesized sounds. The w...
CEC
2007
IEEE
14 years 5 months ago
2007
IEEE
— This paper deals with the optimization of noisy fitness functions, where the noise level can be reduced by increasing the computational effort. We theoretically investigate th...