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

Tarek Kunze, Paul Templier, Dennis G Wilson

In evolutionary policy search, neural networks are usually represented using a direct mapping: each gene encodes one network weight. Indirect encoding methods, where each gene can…