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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

Creating the interface to the arm

As previously noted, we are using ROS 2 as our interface service, which creates a Modular Open System Architecture (MOSA). This turns our components into plug-and-play devices that can be added, removed, or modified, much like the apps on a smartphone. The secret to making that happen is to create a useful, generic interface, which we will do now.

Note

I’m creating my own interface to ROS 2 that is just for this book. We won’t be using any other ROS packages with this arm – just what we create, so I wanted the very minimum interface to get the job done.

We’ll be creating this interface in Python. Follow these steps:

  1. First, create a package for the robot arm in ROS 2. A package is a portable organization unit for functionality in ROS 2. Since we have multiple programs and multiple functions for the robot arm, we can bundle them together:
    cd ~/ros2_ws/src
    ros2 pkg create –build-type ament-cmake ros_xarm...
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