Artificial Intelligence - 23 projects to bring your microcontroller to life! - Grand Format

Edition en anglais

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Bert Van Dam - Artificial Intelligence - 23 projects to bring your microcontroller to life!.
This book contains 23 special and exciting artificiel intelligence machine-learning projects, for microcontroller and PC. Learn how to set up a neural... Lire la suite
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Résumé

This book contains 23 special and exciting artificiel intelligence machine-learning projects, for microcontroller and PC. Learn how to set up a neural network in a microcontroller, and how to make the network self-learning. Discover how you con breed robots, and how changing a fitness function results in a totally different behavior. Find out how a PC program exposes your weak spots in a game, and ruthlessly exploits them.
Build a free-will robot, or have one clean your floor ! Example projects from the book : Microcontroller that learns what your favourite color is. Robot wandering about the house looking for someone to play with. Bred robot program that is incapable of crossing a black line. Microcontroller that learns how to play a game until You just can't win anymore. PC that programs a microcontroller all by itself.
Complete with free software that you can download containing : All source code for the microcontroller. All sources of compiled PC programs (MS Windows). JAL programming language, with special editor and extension libraries. Robot breed program. Plus a support webpage with links, errata and FAQ. Several artificial intelligence techniques are discussed and used in projects such as expert system, neural network, subsumption, emerging behavior, genetic algorithm, cellular automata and roulette brains.
Every project has clear instructions and pictures so you can start immediately. Suggestions and literature links allow you to go way beyond the scope of the book. Even after you have built all the projects contained within, this book will remain a valuable reference guide to keep next to your PC. A unique book for anyone with an interest in artificial intelligence and machine learning.

Sommaire

  • YOUR MOST FAVORITE COLOR (TUTORIAL)
  • GAMES
  • EMERGING BEHAVIOR
  • ROULETTE WHEEL BRAIN
  • NEURAL NETWORK
  • EVOLUTION
  • GENETIC
  • ALGORITHM
  • EXPERT SYSTEM
  • CELLULAR AUTOMATA
  • SUBSUMPTION ARCHITECTURE

Caractéristiques

  • Date de parution
    02/10/2009
  • Editeur
  • ISBN
    978-0-905705-77-4
  • EAN
    9780905705774
  • Format
    Grand Format
  • Présentation
    Broché
  • Nb. de pages
    255 pages
  • Poids
    0.43 Kg
  • Dimensions
    17,0 cm × 23,5 cm × 1,3 cm

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