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Artificial Intelligence for Robotics - Build intelligent robots that perform human tasks using AI techniques (Paperback)
Loot Price: R1,404
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Artificial Intelligence for Robotics - Build intelligent robots that perform human tasks using AI techniques (Paperback)
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Bring a new degree of interconnectivity to your world by building
your own intelligent robots Key Features Leverage fundamentals of
AI and robotics Work through use cases to implement various machine
learning algorithms Explore Natural Language Processing (NLP)
concepts for efficient decision making in robots Book
DescriptionArtificial Intelligence for Robotics starts with an
introduction to Robot Operating Systems (ROS), Python, robotic
fundamentals, and the software and tools that are required to start
out with robotics. You will learn robotics concepts that will be
useful for making decisions, along with basic navigation skills. As
you make your way through the chapters, you will learn about object
recognition and genetic algorithms, which will teach your robot to
identify and pick up an irregular object. With plenty of use cases
throughout, you will explore natural language processing (NLP) and
machine learning techniques to further enhance your robot. In the
concluding chapters, you will learn about path planning and
goal-oriented programming, which will help your robot prioritize
tasks. By the end of this book, you will have learned to give your
robot an artificial personality using simulated intelligence. What
you will learn Get started with robotics and artificial
intelligence Apply simulation techniques to give your robot an
artificial personality Understand object recognition using neural
networks and supervised learning techniques Pick up objects using
genetic algorithms for manipulation Teach your robot to listen
using NLP via an expert system Use machine learning and computer
vision to teach your robot how to avoid obstacles Understand path
planning, decision trees, and search algorithms in order to enhance
your robot Who this book is forIf you have basic knowledge about
robotics and want to build or enhance your existing robot's
intelligence, then Artificial Intelligence for Robotics is for you.
This book is also for enthusiasts who want to gain knowledge of AI
and robotics.
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