Practical Artificial Intelligence

1. Front Matter

   Pages i-xxi

   PDF

2. Logic & AI

   • Arnaldo Pérez Castaño

   Pages 1-40

3. Automated Theorem Proving & First-Order Logic

   • Arnaldo Pérez Castaño

   Pages 41-89

4. Agents

   • Arnaldo Pérez Castaño

   Pages 91-135

5. Mars Rover

   • Arnaldo Pérez Castaño

   Pages 137-192

6. Multi-Agent Systems

   • Arnaldo Pérez Castaño

   Pages 193-220

7. Communication in a Multi-Agent System Using WCF

   • Arnaldo Pérez Castaño

   Pages 221-248

8. Cleaning Agents: A Multi-Agent System Problem

   • Arnaldo Pérez Castaño

   Pages 249-288

9. Simulation

   • Arnaldo Pérez Castaño

   Pages 289-313

10. Support Vector Machines

    • Arnaldo Pérez Castaño

    Pages 315-365

11. Decision Trees

    • Arnaldo Pérez Castaño

    Pages 367-410

12. Neural Networks

    • Arnaldo Pérez Castaño

    Pages 411-460

13. Handwritten Digit Recognition

    • Arnaldo Pérez Castaño

    Pages 461-478

14. Clustering & Multi-objective Clustering

    • Arnaldo Pérez Castaño

    Pages 479-507

15. Heuristics & Metaheuristics

    • Arnaldo Pérez Castaño

    Pages 509-548

16. Game Programming

    • Arnaldo Pérez Castaño

    Pages 549-588

17. Game Theory: Adversarial Search & Othello Game

    • Arnaldo Pérez Castaño

    Pages 589-631

18. Reinforcement Learning

    • Arnaldo Pérez Castaño

    Pages 633-668

19. Back Matter

    Pages 669-690

    PDF

Discover how all levels Artificial Intelligence (AI) can be present in the most unimaginable scenarios of ordinary lives. This book explores subjects such as neural networks, agents, multi agent systems, supervised learning, and unsupervised learning. These and other topics will be addressed with real world examples, so you can learn fundamental concepts with AI solutions and apply them to your own projects.


People tend to talk about AI as something mystical and unrelated to their ordinary life. Practical Artificial Intelligence provides simple explanations and hands on instructions. Rather than focusing on theory and overly scientific language, this book will enable practitioners of all levels to not only learn about AI but implement its practical uses.




What You’ll Learn

• Understand agents and multi agents and how they are incorporated
  
• Relate machine learning to real-world problems and see what it means to you
  
• Apply supervised and unsupervised learning techniques and methods in the real world
  
• Implement reinforcement learning, game programming, simulation, and neural networks
  

Who This Book Is For



Computer science students, professionals, and hobbyists interested in AI and its applications. 

• Artificial Intelligence
• Neural networks
• Agents
• Multi agents
• Easy to understand AI Concepts
• Real world
• Machine Learning
• Bots
• Programming AI with C#
• Artificial Intelligence Projects

• Havana, Cuba

  Arnaldo Pérez Castaño

Arnaldo Pérez Castaño is a computer scientist based in Cuba. He’s the author of PrestaShop Recipes (Apress, 2017) and a series of programming books—JavaScript Fácil, HTML y CSS Fácil, and Python Fácil (Marcombo S.A.)—and writes AI related articles for MSDN Magazine, VisualStudioMagazine.com, and Smashing Magazine. He is one of the co-founders of Havana Digital Enterprises and the creator of their first websites, http://www.havanaclassiccartour.com and www.havanadanceclass.com. His expertise includes Visual Basic, C#, .NET Framework and Artificial Intelligence.  Arnaldo offers his services through freelancer.com and served as reviewer for the Journal of Mathematical Modelling and Algorithms in Operations Research. Cinema and music are some of his passions.

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