Weights grow very large over time

seallard / walker

NEAT

MIT License

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Weights grow very large over time #62

Closed seallard closed 3 years ago

seallard commented 3 years ago

The weights are not uncommonly over 30. Is that a problem? Should there be some limit?

seallard commented 3 years ago

Adding a weight cap does not seem to make a difference with regards to the performance of the networks, but I'm sure there are other bugs that might obscure its effect.

seallard commented 3 years ago

https://github.com/seallard/walker/commit/1f35bf3502f7a237be77d3e8b415bb9f4832f975