Agile Artificial Intelligence in Pharo

Implementing Neural Networks, Genetic Algorithms, and Neuroevolution

Alexandre Bergel

  • Apress

  • Date de publication : 2020-06-20

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Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by presenting the implementation details to illustrate the numerous concepts it explains. 

Along the way, you’ll learn neural net fundamentals to set you up for practical examples such as the traveling salesman problem and cover genetic algorithms including a fun zoomorphic creature example. Furthermore, Practical Agile AI with Pharo finishes with a data classification application and two game applications including a Pong-like game and a Flappy Bird-like game. This book is informative and fun, giving you source code to play along with. You’ll be able to take this source code and apply it to your own projects.  


What You Will Learn
  • Use neurons, neural networks, learning theory, and more
  • Work with genetic algorithms 
  • Incorporate neural network principles when working towards neuroevolution 
  • Include neural network fundamentals when building three Pharo-based applications

Who This Book Is For

Coders and data scientists who are experienced programmers and have at least some prior experience with AI or deep learning. They may be new to Pharo programming, but some prior experience with it would be helpful. 

Détails
Auteur
Alexandre  Bergel
Marque
Apress
Collection
n.c
Parution
2020-06-20
Pages
386 pages
EAN papier
9781484253830
Langue
Anglais
Informations ebook
EAN PDF
9781484253847
Prix
62,11 €
En savoir plus
Nb pages copiables 3
Nb pages imprimables 38
Taille du fichier 7823 Ko
Ce livre est accessible aux handicaps   Informations sur l'accessibilité
EAN EPUB
9781484253847
Prix
62,11 €
En savoir plus
Nb pages copiables 3
Nb pages imprimables 38
Taille du fichier 6226 Ko
Ce livre est accessible aux handicaps   Informations sur l'accessibilité
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Defaut-Illustration Alexandre Bergel
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