Artificial Intelligence for Robotics

Bring a new degree of interconnectivity to your world by building your own intelligent robots
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Artificial Intelligence for Robotics

Francis X. Govers

Bring a new degree of interconnectivity to your world by building your own intelligent robots
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Book Details

ISBN 139781788835442
Paperback444 pages

Book Description

Artificial Intelligence for Robotics starts with an introduction to Robot Operating Systems (ROSs), Python, robotic fundamentals, and the necessary software and tools that are required to start out with robotics. You will learn robotics concepts, which will be useful for making decisions, along with basic navigation skills.

As you make your way through the chapters, 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 explore Natural Language Processing and machine learning techniques to further enhance your robot. In the concluding chapters, you will understand path planning and goal-oriented programming that will help your robot prioritize tasks.

By the end of this book, you will have learned to give your robot an artificial personality using simulated intelligence.

Table of Contents

What You Will Learn

  • Get started with robotics and artificial intelligence AI
  • Apply simulation techniques to give your robot an artificial personality
  • Understand object recognition using neural networks and supervised learning techniques
  • Pick objects using genetic algorithms for learned manipulation
  • Teach your robot to listen using NLP via an expert system
  • Use machine learning with operant conditioning to teach your robot to avoid obstacles
  • Understand path planning, decision trees, and search algorithms to enhance your robot

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Table of Contents

Book Details

ISBN 139781788835442
Paperback444 pages
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