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    Chapter and Conference Paper

    Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny

    Echo State Networks (ESN) have demonstrated their efficiency in supervised learning of time series: a ”reservoir” of neurons provide a set of dynamical systems that can be linearly combined to match the target...

    Alexandre Devert, Nicolas Bredeche, Marc Schoenauer in Artificial Evolution (2008)

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    Chapter and Conference Paper

    Blindbuilder: A New Encoding to Evolve Lego-Like Structures

    This paper introduces a new representation for assemblies of small Lego®-like elements: structures are indirectly encoded as construction plans. This representation shows some interesting properties such as hiera...

    Alexandre Devert, Nicolas Bredeche, Marc Schoenauer in Genetic Programming (2006)