1016 search results - page 48 / 204 » Explore or Exploit |
IPPS
2003
IEEE
14 years 2 months ago
2003
IEEE
In this paper we address the physical parallelization of a very efficient genetic algorithm (GA) known as gradual distributed real-coded GA (GD-RCGA). This search model naturally...
ML
2002
ACM
13 years 8 months ago
2002
ACM
Reinforcement learning policies face the exploration versus exploitation dilemma, i.e. the search for a balance between exploring the environment to find profitable actions while t...
SDM
2007
SIAM
13 years 10 months ago
2007
SIAM
We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
EC
2000
13 years 8 months ago
2000
Building blocks are a ubiquitous feature at all levels of human understanding, from perception through science and innovation. Genetic algorithms are designed to exploit this prev...
CEC
2007
IEEE
14 years 3 months ago
2007
IEEE
— This paper presents a new method to generalize strategies in order to control parameters of Evolutionary Algorithms (EAs). A learning process establishes the relationship betwe...