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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

Summary

This chapter covered several important topics. It started with some of the basics of robotics, for readers who needed a bit more background. We talked about common robot parts, such as sensors, computers, and motors/actuators. We discussed the subsumption architecture in more depth and showed how it helps the robot arbitrate between responding to different events and commands. The next section covered the software setup for running the robot, including the offboard development environment and the onboard Jetson Nano computer environments. We set up the ROS and installed the Python tools.

The final section covered ROS 2 and explained what it is and what it does for us. ROS 2 is a middleware layer that lets us build modular components and multiple single-use programs, rather than having to lump everything into one executable. ROS also has logging, visualization, and debugging tools that help our task of designing a complex robot. ROS 2 is also a wonderful repository of additional...

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