Evolutionary Deep Learning: Genetic algorithms and neural networks [Audiobook]

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[b]Evolutionary Deep Learning: Genetic algorithms and neural networks [Audiobook]

English | 2023 | 9781617299520AU | 3gp@64 kbps | 9h 29m | 268 MB

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Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning's common pitfalls and deliver adaptable model upgrades without constant manual adjustment.

In Evolutionary Deep Learning you will learn how to

Solve complex design and analysis problems with evolutionary computation
Tune deep learning hyperparameters with evolutionary computation (EC), genetic algorithms, and particle swarm optimization
Use unsupervised learning with a deep learning autoencoder to regenerate sample data
Understand the basics of reinforcement learning and the Q-Learning equation
Apply Q-Learning to deep learning to produce deep reinforcement learning
Optimize the loss function and network architecture of unsupervised autoencoders
Make an evolutionary agent that can play an OpenAI Gym game

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