This repository was archived by the owner on Aug 29, 2025. It is now read-only.
Add Cooperative Synapse Neuroevolution (CoSyNE) Algorithm #77
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
|
Is this repo dead? |
Sign up for free
to subscribe to this conversation on GitHub.
Already have an account?
Sign in.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Cooperative Synapse Neuroevoluiton (CoSyNE) algorithm.
Attempts to reproduce CoSyNE as described by Gomez et al. in: https://people.idsia.ch/~juergen/gomez08a.pdf
TLDR: Cull bottom half of population, and replace with Cauchy-mutated multi-point-crossover offspring of the top quarter of the population, and then shuffle the survivors' columns
Submitted benchmarks just for the benchmarks that would work on my hardware, or work in a reasonable time (Cartpole easy/hard, waterworld, and mnist)