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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

Breaking down our software needs

This list of software tasks was composed by reviewing the state machine diagram, the use cases, and the storyboards. I’ve highlighted the steps that will require AI and will be covered in detail in the coming chapters:

  1. Power on self-test (POST):
    1. Start up robot programs.
    2. Check that the Nano can talk to the Arduino and back.
    3. Try to establish communications with the control station.
    4. Report POST success or failure as appropriate and enter in the log.
  2. Receive commands via Wi-Fi for teleoperation:
    • Drive motor base (right/left/forward/back)
    • Move hand up/down/right/left/in/out/twist
    • Record video or record pictures as image files
  3. Send telemetry via Wi-Fi.
  4. Monitor progress.
  5. Send video.
  6. Navigate safely:
    • Learn to avoid obstacles
    • Learn to not fall down stairs
  7. Find toys:
    • Detect objects
    • Learn to classify objects (Toy/Not toy)
    • Determine which toy is closest
  8. Pick up toys:
    1. Move to the position where the arm can reach the toy
    2. Devise a strategy...
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