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    Chapter and Conference Paper

    Tutorials at PPSN 2016

    PPSN 2016 hosts a total number of 16 tutorials covering a broad range of current research in evolutionary computation. The tutorials range from introductory to advanced and specialized but can all be attended ...

    Carola Doerr, Nicolas Bredeche, Enrique Alba in Parallel Problem Solving from Nature – PPS… (2016)

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    Chapter and Conference Paper

    Environment-Driven Embodied Evolution in a Population of Autonomous Agents

    This paper is concerned with a fixed-size population of autonomous agents facing unknown, possibly changing, environments. The motivation is to design an embodied evolutionary algorithm that can cope with the ...

    Nicolas Bredeche, Jean-Marc Montanier in Parallel Problem Solving from Nature, PPSN XI (2010)

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    Chapter and Conference Paper

    A Statistical Learning Perspective of Genetic Programming

    This paper proposes a theoretical analysis of Genetic Programming (GP) from the perspective of statistical learning theory, a well grounded mathematical toolbox for machine learning. By computing the Vapnik-Ch...

    Nur Merve Amil, Nicolas Bredeche, Christian Gagné, Sylvain Gelly in Genetic Programming (2009)

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    Chapter and Conference Paper

    A Multi-cellular Developmental System in Continuous Space Using Cell Migration

    This paper introduces a novel multi-cellular developmental system where cells are placed in a continuous space. Cells communicate by diffusing and perceiving substances in the environment and are able to migra...

    Nicolas Bredeche in From Animals to Animats 10 (2008)

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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

    Simbad: An Autonomous Robot Simulation Package for Education and Research

    Simbad is an open source Java 3d robot simulator for scientific and educational purposes. It is mainly dedicated to researchers and programmers who want a simple basis for studying Situated Artificial Intellig...

    Louis Hugues, Nicolas Bredeche in From Animals to Animats 9 (2006)

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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)