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

Omelianenko, Iaroslav

Brossura

ISBN 10: 183882491X ISBN 13: 9781838824914

Casa editrice: Packt Publishing, 2019

Riassunto

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.

Su questo libro

Informazioni sull?autore

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.

Dettagli dell'edizione

• Editore: Packt Publishing
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 183882491X
• ISBN 13: 9781838824914
• Rilegatura: Copertina flessibile
• Numero di pagine: 368
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile