HyperNEAT

Open dan-ryan opened this issue 6 years ago • 0 comments

HyperNEAT is an improvement over the NEAT formula. We should add an option on the type of evolution formula when calling the evolve function.

This video and blog explain how HyperNEAT works: https://www.youtube.com/watch?v=t15wUkCXuxQ

https://towardsdatascience.com/hyperneat-powerful-indirect-neural-network-evolution-fba5c7c43b7b

The HyperNEAT paper: http://axon.cs.byu.edu/~dan/778/papers/NeuroEvolution/stanley3**.pdf

You could go a step further, Evolved-Substrate HyperNEAT addresses some of the issues of HyperNEAT: https://www.mitpressjournals.org/doi/pdfplus/10.1162/ARTL_a_00071

Apr 30 '19 09:04 dan-ryan