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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

Technical requirements

The exercise in this chapter does not require any new software or tools that we haven’t already seen in previous chapters. We will start by using Python and ROS 2. You will need an IDE for Python (IDLE or Visual Studio Code) to edit the source code.

Since this chapter is all about moving the robot arm, you will need a robot arm to execute the code. The one I used is the LewanSoul Robot xArm, which I purchased from Amazon.com. This arm uses digital servos, which makes the programming much easier, and provides us with position feedback, so we know what position the arm is in. The arm I purchased can be found at http://tinyurl.com/xarmRobotBook at the time of publication.

Note

If you don’t want to buy a robot arm (or can’t), you can run this code against a simulation of a robot arm using ROS 2 and Gazebo, a simulation engine. You can find instructions at https://community.arm.com/arm-research/b/articles/posts/do-you-want-to-build-a...

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