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GECCO
2006
Springer
168views Optimization» more  GECCO 2006»
15 years 3 months ago
A Bayesian approach to learning classifier systems in uncertain environments
In this paper we propose a Bayesian framework for XCS [9], called BXCS. Following [4], we use probability distributions to represent the uncertainty over the classifier estimates ...
Davide Aliprandi, Alex Mancastroppa, Matteo Matteu...
112
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GEM
2009
14 years 9 months ago
Evolutionary Methods in Self-organizing System Design
Self-organizing systems could serve as a solution for many technical problems where properties like robustness, scalability, and adaptability are required. However, despite all the...
Istvan Fehervari, Wilfried Elmenreich
ATAL
2005
Springer
15 years 5 months ago
Automatic computer game balancing: a reinforcement learning approach
Designing agents whose behavior challenges human players adequately is a key issue in computer games development. This work presents a novel technique, based on reinforcement lear...
Gustavo Andrade, Geber Ramalho, Hugo Santana, Vinc...
EVOW
2008
Springer
15 years 1 months ago
Automatic Invention of Fitness Functions with Application to Scene Generation
We investigate the automatic construction of visual scenes via a hybrid evolutionary/hill-climbing approach using a correlationbased fitness function. This forms part of The Painti...
Simon Colton
EVOW
2003
Springer
15 years 4 months ago
Tabula Rasa: A Case Study in Evolutionary Curation
This paper describes a novel use of evolutionary techniques to curate a main stream art show, Tabula Rasa. This allowed an openended approach to curation that was entirely in keepi...
Jon Bird, Joe Faith, Andy Webster