December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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ES-HyperNEAT and the retina problem
In this chapter, you learned how to select the substrate configuration that is best suited for a specific problem space. However, it is not always obvious what configuration to choose. If you select the wrong configuration, you can significantly impact the performance of the training process. As a result, the neuroevolution process can fail to produce a successful solution. Also, particular substrate configuration details can only be discovered during the training process, and cannot be known in advance.
The problem with finding an appropriate substrate configuration was solved using the ES-HyperNEAT method. In this chapter, you learned how the neuroevolution process could automatically handle the evolution ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.