AI for Robotics by Alishba Imran (.PDF)
File Size: 19.6 MB
AI for Robotics: Toward Embodied and General Intelligence in the Physical World by Alishba Imran, Keerthana Gopalakrishnan
Requirements: .PDF reader, 19.6 MB
Overview: This book approaches robotics from a Deep Learning perspective. Artificial Intelligence (AI) has transformed many fields, including robotics. This book shows you how to reimagine decades-old robotics problems as AI problems and is a handbook for solving problems using modern techniques in an era of large foundation models. The book begins with an introduction to general-purpose robotics, how robots are modeled, and how physical intelligence relates to the movement of building artificial general intelligence, while giving you an overview of the current state of the field, its challenges, and where we are headed. The first half of this book delves into defining what the problems in robotics are, how to frame them as AI problems, and the details of how to solve them using modern AI techniques. The second part of this book is concerned with applications of robotics in specialized contexts. You will develop full stack knowledge by applying the techniques discussed in the first part to real-world use cases. In summary, this book offers insights into cutting-edge Machine Learning techniques applied in robotics, along with the challenges encountered during their implementation and practical strategies for overcoming them. For software and AI engineers eager to learn about robotics, seasoned robotics and mechanical engineers looking to stay at the cutting edge by integrating modern AI, and investors, executives or decision makers seeking insights into this dynamic field.
Genre: Non-Fiction > Tech & Devices
Free Download links: