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Artificial Intelligence for Robotics

You're reading from   Artificial Intelligence for Robotics Build intelligent robots using ROS 2, Python, OpenCV, and AI/ML techniques for real-world tasks

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Product type Paperback
Published in Mar 2024
Publisher Packt
ISBN-13 9781805129592
Length 344 pages
Edition 2nd Edition
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Author (1):
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Francis X. Govers III Francis X. Govers III
Author Profile Icon Francis X. Govers III
Francis X. Govers III
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Building Blocks for Robotics and Artificial Intelligence
2. Chapter 1: The Foundation of Robotics and Artificial Intelligence FREE CHAPTER 3. Chapter 2: Setting Up Your Robot 4. Chapter 3: Conceptualizing the Practical Robot Design Process 5. Part 2: Adding Perception, Learning, and Interaction to Robotics
6. Chapter 4: Recognizing Objects Using Neural Networks and Supervised Learning 7. Chapter 5: Picking Up and Putting Away Toys using Reinforcement Learning and Genetic Algorithms 8. Chapter 6: Teaching a Robot to Listen 9. Part 3: Advanced Concepts – Navigation, Manipulation, Emotions, and More
10. Chapter 7: Teaching the Robot to Navigate and Avoid Stairs 11. Chapter 8: Putting Things Away 12. Chapter 9: Giving the Robot an Artificial Personality 13. Chapter 10: Conclusions and Reflections 14. Answers 15. Index 16. Other Books You May Enjoy Appendix

Setting Up Your Robot

This chapter begins with some background on my thoughts on what a robot is, and what robots are made of – a fairly standard list of parts and components. This chapter aims to allow you to duplicate the exercises and use the source code that is found throughout the book. I will describe how I set up my environments for development, what tools I used to create my code, and how to install the Robotic Operating System version 2 (ROS 2). The assembly of Albert, the robot I use for all the examples, is covered in the GitHub repository for this book. There are many other types and configurations of robots that can work with the code in this book with some changes. I’ll try to provide all the shortcuts I can, including a full image of my robot’s SD card, in the Git repo.

In this chapter, we will be covering the following topics:

  • Understanding the anatomy of a robot
  • Introducing subsumption architecture
  • A brief introduction to ROS...
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