Artificial Intelligence for Robotics

Discover how to build your own Intelligent robot and bring a new degree of interconnectivity to your world
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Artificial Intelligence for Robotics

Francis X. Govers

Discover how to build your own Intelligent robot and bring a new degree of interconnectivity to your world
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Book Details

ISBN 139781788835442
Paperback444 pages

Book Description

This book will start with an introduction to ROS, Python, Robotics Fundamentals and the necessary software and tools which are required to get through the book. You will learn the Robotics concepts which will be useful for making decisions along with basic navigation skills. Moving on, you will learn Object Recognition and Genetic Algorithms which will teach your Robot to identify and pick up an irregular object. With plenty of use cases throughout, you will also learn Natural Language Processing and machine learning techniques to further enhance your robot. This book will also teach you Path Planning and Goal-oriented programming which will enable your robot to plan things. By the end of this book, you would have learned how to give your robot an artificial personality and emotions by simulated intelligence.

Table of Contents

What You Will Learn

  • Learn how to get started with Robotics and A.I.
  • Give your Robot an artificial personality by applying simulation techniques to conversation and emotion
  • Understand Object Recognition using neural networks and supervised learning techniques
  • Learn to pick up objects using Genetic Algorithms for Learned Manipulation
  • Teach your Robot to Listen by using Natural Language processing via an Expert System and ensure that your robot knows your intent, not just your words.
  • Use machine learning with operant conditioning to teach your robot to avoid obstacles.
  • Understand Path Planning, decision trees, and search algorithms to further enhance your robot

Authors

Table of Contents

Book Details

ISBN 139781788835442
Paperback444 pages
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