Search Results for author: Dennis G Wilson

Found 4 papers, 1 papers with code

Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks

no code implementations20 Mar 2024 Tarek Kunze, Paul Templier, Dennis G Wilson

Indirect encoding methods, where each gene can encode for multiple weights, shorten the genome to reduce the dimensions of the search space and better exploit permutations and symmetries.

Neuromodulated Learning in Deep Neural Networks

no code implementations5 Dec 2018 Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga, Kyle Harrington

In the brain, learning signals change over time and synaptic location, and are applied based on the learning history at the synapse, in the complex process of neuromodulation.

Evolving Differentiable Gene Regulatory Networks

no code implementations16 Jul 2018 Dennis G Wilson, Kyle Harrington, Sylvain Cussat-Blanc, Hervé Luga

Over the past twenty years, artificial Gene Regulatory Networks (GRNs) have shown their capacity to solve real-world problems in various domains such as agent control, signal processing and artificial life experiments.

Artificial Life BIG-bench Machine Learning

Evolving simple programs for playing Atari games

2 code implementations14 Jun 2018 Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller

Cartesian Genetic Programming (CGP) has previously shown capabilities in image processing tasks by evolving programs with a function set specialized for computer vision.

Atari Games

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