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

Omelianenko, Iaroslav

ISBN 10: 183882491X / ISBN 13: 9781838824914

Edité par Packt Publishing, 2019

A propos de cet article

N° de réf. du vendeur I-9781838824914

Détails bibliographiques

• Titre: Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms
• Éditeur: Packt Publishing
• Date de parution: 2019
• Langue: anglais
• ISBN à 10 chiffres: 183882491X
• ISBN à 13 chiffres: 9781838824914
• Reliure: Couverture souple
• État de l'article: New

A propos de ce titre

Synopsis

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.

À propos de l?auteur

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.