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Artificial Intelligence for Robotics

You're reading from   Artificial Intelligence for Robotics Build intelligent robots that perform human tasks using AI techniques

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Product type Paperback
Published in Aug 2018
Publisher Packt
ISBN-13 9781788835442
Length 344 pages
Edition 1st 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 (13) Chapters Close

Preface 1. Foundation for Advanced Robotics and AI 2. Setting Up Your Robot FREE CHAPTER 3. A Concept for a Practical Robot Design Process 4. Object Recognition Using Neural Networks and Supervised Learning 5. Picking up the Toys 6. Teaching a Robot to Listen 7. Avoiding the Stairs 8. Putting Things Away 9. Giving the Robot an Artificial Personality 10. Conclusions and Reflections 11. Assessments 12. Other Books You May Enjoy

Summary

In this chapter, we introduced the subject of artificial intelligence, and discussed that this is an artificial intelligence book applied to robotics, so our emphasis will be on AI. The main difference between an AI robot and a "regular" robot is that an AI robot may behave non-deterministically, which is to say it may have a different response to the same stimulus, due to learning. We introduced the problem we will use throughout the book, which is picking up toys in a playroom and putting them into a toy box. Next, we discussed two critical tools for AI robotics: the OODA loop (Observe-Orient-Decide-Act), which provides a model for how our robot makes decisions, and the soft real-time control loop, which manages and controls the speed of execution of our program. We applied these techniques in a timing loop demonstration and began to develop our main robot control program. The Appendix provides detailed instructions on setting up the various environments and software we will use to develop our AI-based robot, which I call TinMan.

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