Practical Artificial Intelligence: Machine Learning, Bots, and Agent Solutions Using C#

ISBN-13: 9781484233566 / Angielski / Miękka / 2018 / 690 str.

Arnaldo Perez Castano

Spis treści

Practical Artificial Intelligence

Chapter 1: Logic & AI

Chapter 2: Automated Theorem Proving & First Order Logic

Chapter 3: Agents

Chapter 4: Mars Rover

Chapter 5: Multi-Agent Systems

Chapter 6: Communication in a Multi-Agent System using WCF

Chapter 7: Cleaning Agents: A multi-Agent System Problem

Chapter 8: Simulation

Chapter 9: Support Vector Machines

Chapter 10: Decision Trees

Chapter 11: Neural Networks

Chapter 12: Handwritten Digit Recognition

Chapter 13: Clustering & Multi-Objective Clustering

Chapter 14: Metaheuristics

Chapter 15: Vines & Copulas

Chapter 16: Game Programming

Chapter 17: Sliding Tiles Puzzle & Othello Game

Chapter 18: Reinforcement Learning

O autorze

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.

Blurb

Discover how all levels Artificial Intelligence (AI) can be present in the most unimaginable scenarios of ordinary lives. This book explores 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.