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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

Identifying our hardware needs

Based on our storyboards, I extracted or derived the following hardware tasks:

  • Drive the robot base
  • Carry the robot arm
  • Lift toys
  • Put toys in the toy box (arm length)
  • Sensors:
    • Arm location
    • Hand status (open/close)
    • Robot vision (camera) for obstacle avoidance
  • Provide power for all systems:
    • 5V for Nvidia Nano
    • 5V for Arduino
    • Arm power – 7.2V
    • Motor power – 7.2V
  • Onboard computers:
    • A computer that can receive commands remotely (Wi-Fi Nano):
      • Runs ROS 2
      • Runs Python 3
    • A computer that can interface with a camera
    • A computer that can control motors (Arduino)
    • An interface that can drive servo motors for the robot arm (servo controller)

Now, let’s take a look at the software requirements.

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