Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms - Tapa blanda

Omelianenko, Iaroslav

 
9781838824914: Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms
Tapa blanda
ISBN 10: 183882491X ISBN 13: 9781838824914
Editorial: Packt Publishing, 2019

Sinopsis

This book will help you to apply popular neuroevolution strategies to existing neural network designs to improve their performance. It covers practical examples in areas such as games, robotics, and simulation of natural processes, using real-world examples and data sets for your better understanding.

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Acerca del autor

Iaroslav Omelianenko occupied the position of CTO and research director for more than a decade. He is an active member of the research community and has published several research papers at arXiv, ResearchGate, Preprints, and more. He started working with applied machine learning by developing autonomous agents for mobile games more than a decade ago. For the last 5 years, he has actively participated in research related to applying deep machine learning methods for authentication, personal traits recognition, cooperative robotics, synthetic intelligence, and more. He is an active software developer and creates open source neuroevolution algorithm implementations in the Go language.

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Editorial
Packt Publishing
Año de publicación
2019
Idioma
Inglés
ISBN 10 
183882491X
ISBN 13 
9781838824914
Encuadernación
Tapa blanda
Número de páginas
368
Contacto del fabricante
no disponible
Persona responsable
no disponible