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Mathematical optimization / Stochastic optimization / Cybernetics / Estimation theory / Natural evolution strategy / CMA-ES / Normal distribution / Fisher information / Genetic algorithm / Evolutionary algorithms / Mathematical analysis / Mathematics


Document Date: 2011-08-30 09:42:05

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City

Denver / San Francisco / Manno-Lugano / Beijing / Garching / New York / /

Company

Artificial Neural Networks / Morgan Kaufmann Publishers Inc. / /

Country

Switzerland / Germany / United States / China / /

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Facility

Technical University / Nanyang Technological University / Max Planck Institute / /

IndustryTerm

statistical gradient-following algorithms / parent solution / search point / fit solution / successive search batches / particular search point / genetic algorithms / candidate solution / candidate solutions / search points / /

Movie

Monte Carlo / /

Organization

Max Planck Institute for Biological Cybernetics / Technical University Munich / Nanyang Technological University / Singapore / /

Person

P. Stone / N. Kohl / Morgan Kaufman / R. J. Williams / Jan Peters / Juergen Schmidhuber Abstract / Strategies Daan Wierstra / Juergen Schmidhuber / Tom Schaul / /

/

Position

Natural actor-critic / Fisher information matrix / engineer / /

Product

DiffPow Rosenbrock Tablet / ES / /

PublishedMedium

Machine Learning / Natural Computing / /

Technology

Natural Evolution Strategies algorithm / Covariance Matrix Adaptation algorithm / resulting Natural Evolution Strategies algorithm / NES algorithm / CMA algorithm / machine learning / simulation / statistical gradient-following algorithms / ES algorithms / /

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