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EUROGP
2010
Springer

Evolving Genes to Balance a Pole

10 years 1 months ago
Evolving Genes to Balance a Pole
We discuss how to use a Genetic Regulatory Network as an evolutionary representation to solve a typical GP reinforcement problem, the pole balancing. The network is a modified version of an Artificial Regulatory Network proposed a few years ago, and the task could be solved only by finding a proper way of connecting inputs and outputs to the network. We show that the representation is able to generalize well over the problem domain, and discuss the performance of different models of this kind.
Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
Added 28 May 2010
Updated 28 May 2010
Type Conference
Year 2010
Where EUROGP
Authors Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
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