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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

Questions

  1. What does the acronym PID stand for? Is this considered an AI software method?
  2. What is the Turing test? Do you feel this is a valid method of assessing AI?
  3. Why do you think robots have a problem with negative obstacles such as stairs and potholes?
  4. In the OODA loop, what does the Orient step do?
  5. From the discussion of Python and its advantages, compute the following. Your program needs 50 changes tested. Assuming each change requires a recompile step and one run to test, a C Make compile takes 450 seconds and a Python run command takes 3 seconds. How much time do you sit idle waiting on the compiler?
  6. What does RTOS stand for?
  7. Your robot has the following scheduled tasks: telemetry at 10 Hz, GPS at 5 Hz, inertial measurements at 50 Hz, and motor control at 20 Hz. At what frequency would you schedule the base task, and what intervals would you use for the slower tasks (i.e., 10 Hz base, motors every three frames, telemetry every two frames, etc.)?
  8. Given that a frame rate scheduler has the fastest task at 20 fps, how would you schedule a task that needs to run at 7 fps? How about one that runs at 3.5 fps?
  9. What is a blocking call function? Why is it bad to use blocking calls in a real-time system like a robot?
You have been reading a chapter from
Artificial Intelligence for Robotics - Second Edition
Published in: Mar 2024
Publisher: Packt
ISBN-13: 9781805129592
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