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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

Hardware and software setup

To match the examples in this book, and to have access to the same tools that are used in the code samples, you will have to set up three environments:

  • A laptop or desktop computer: This will run our control panel, and also be used to train neural networks. I used a Windows 10 computer with Oracle VirtualBox supporting a virtual machine running Ubuntu 20.04. You may run a computer running Ubuntu or another Linux operating system by itself (without Windows) if you want. Several of the AI packages we will use in the tutorial sections of the book will require Ubuntu to run. We will load ROS 2 on this computer. I will also be using a PlayStation game controller on this computer for teleoperation (remote control) of the robot when we teach the robot how to navigate. I also have ROS 2 for Windows installed, which may obviate running the virtual machine. Either approach will work, since the Python programs we will use for control run in either mode.
  • ...
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