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Mar, 2024
搜索搜索空间:元进化神经网络的几何编码
Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks
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Tarek Kunze, Paul Templier, Dennis G Wilson
TL;DR
使用笛卡尔遗传编程优化间接编码方法中基因与权重之间的距离函数,提高了GENE在神经网络演化中的表现。
Abstract
In
evolutionary policy search
,
neural networks
are usually represented using a direct mapping: each
gene
encodes one network weight.
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