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Showing 1 to 3 of 3 for “"HyperNEAT"”.
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Evolving Neural Networks with HyperNEAT and Online Training
… more recent advance in this technology is the HyperNEAT algorithm, an extension to the highly successful NEAT algorithm, which is capable of capturing the symmetry of a domain. HyperNEAT has been very successful for evolving agent controllers, and as such it seems a good platform for exploring …
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Exploring the impact of novelty and objective-directed evolution in company with MAP-Elites and HyperNEAT
… on performance of combining MAP-Elites with HyperNEAT while varying the evolutionary search directive between an objective and non-objective search, and a hybrid approach. Objective search refers to evolutionary algorithms that explicitly optimize a predetermined performance metric, whereas …
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Worldwide Infrastructure for Neuroevolution: A Modular Library to Turn Any Evolutionary Domain into an Online Interactive Platform
Across many scientific disciplines, there has emerged an open opportunity to utilize the scale and reach of the Internet to collect scientific contributions from scientists and non-scientists alike. This process, called citizen science, has already shown great promise in the fields of biology and …