Discover NEAT: The Evolutionary Algorithm Transforming Neural Network Design 🤖

Learn how NEAT (Neuroevolution of Augmenting Topologies), introduced in 2001, revolutionizes neural network architecture development through evolutionary principles. Perfect for AI enthusiasts and developers!

Connor Shorten•45.5K views•13:39

About this video

This video explains the NEAT algorithm! This algorithm (published in 2001) lays the groundwork for the evolution of neural network architectures/topologies. This groundwork includes the encoding of neural network topologies, modifications to enable crossover, and the importance of minimal initialization! Thanks for watching! Please Subscribe! Paper Link: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.28.5457&rep=rep1&type=pdf

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#Neuroevolution #NEAT #Evolution #Deep Learning #Deep Neuroevolution #Reinforcement Learning #Artificial Intelligence #Simulated Evolution #Genetic Algorithms #Augmenting Topologies #Machine Learning #Data Science

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45.5K

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Duration
13:39

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Published
Aug 27, 2019

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Connor Shorten

Connor Shorten

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