Artificial Intelligence for Robotics: Build Smart AI-Powered Robots to Automate Human Tasks | Perfect for Home Automation, Industrial Robotics & AI Research
Artificial Intelligence for Robotics: Build Smart AI-Powered Robots to Automate Human Tasks | Perfect for Home Automation, Industrial Robotics & AI Research

Artificial Intelligence for Robotics: Build Smart AI-Powered Robots to Automate Human Tasks | Perfect for Home Automation, Industrial Robotics & AI Research

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Description

Bring a new degree of interconnectivity to your world by building your own intelligent robotsKey FeaturesLeverage fundamentals of AI and roboticsWork through use cases to implement various machine learning algorithmsExplore Natural Language Processing (NLP) concepts for efficient decision making in robotsBook 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 learnGet started with robotics and artificial intelligenceApply simulation techniques to give your robot an artificial personalityUnderstand object recognition using neural networks and supervised learning techniquesPick up objects using genetic algorithms for manipulationTeach your robot to listen using NLP via an expert systemUse machine learning and computer vision to teach your robot how to avoid obstaclesUnderstand path planning, decision trees, and search algorithms in order to enhance your robotWho this book is for:If 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.

Reviews

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- Verified Buyer
This book focuses on the design and construction of a robot called Tinman. The robot’s main functions are to pick up toys in a room and place them in a box, and also to communicate, in a rudimentary way, with humans. The book covers everything from assembling the robot from its basic parts to programming it to perform various tasks. It covers the theory in a fairly non-rigorous and descriptive way, but that’s just fine as it is not meant to be a graduate level text.Having said that, the book covers a remarkable range of technologies including object recognition, image classification, CNNs, reinforcement learning, genetic algorithms, language processing, planning, navigation, speech, Q&A, joke telling, and artificial personality. It concludes with a recap, a useful discussion on a career in robotics and some salient comments regarding AI safety. The relevant code is included within chapters and answers to the questions are given at the end of the book. Videos to accompany the chapters and a GitHub site are a welcome bonus and icing on the cake.The software frameworks covered include ROS, Ubuntu, Python, Tensorflow, Keras, OpenCV, Mycroft and Scikit-learn. Hardware covered includes the Raspberry Pi 3, robotic arm, USB camera, microphone, motor, servos, an Arduino microcontroller, battery, sensors, along with the Google AIY Voice kit. The author has many years of experience in designing industry robots and has spent a life working at the leading edge of artificial intelligence, unmanned vehicles, and robotics. Accordingly, he is well-placed to write a practical and hands-on book such as this. My only criticisms are that the book lacks a little rigor in places, and it contains the odd distracting typo.In summary, if you are looking for a more theoretical book on robotics, you will need to look elsewhere. However, if you are looking for a down-to-earth, practical book on designing and building robotics you have come to the right place, and for that I give it four and a half rounded up to a well-earned five stars. I personally learned a lot from this book and came away feeling more confident that I had gained a lot of good practical knowledge on AI and robotics.