Download the fantastic book titled Designing Autonomous AI written by Kence Anderson, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Designing Autonomous AI", which was released on 14 June 2022. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Designing Autonomous AI by Kence Anderson PDF
Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial control technologies to make robust decisions in the real world. Using concrete examples, minimal theory, and a proven architectural framework, author Kence Anderson demonstrates how to teach autonomous AI explicit skills and strategies. You'll learn when and how to use and combine various AI architecture design patterns, as well as how to design advanced AI without needing to manipulate neural networks or machine learning algorithms. Students, process operators, data scientists, machine learning algorithm experts, and engineers who own and manage industrial processes can use the methodology in this book to design autonomous AI. This book examines: Differences between and limitations of automated, autonomous, and human decision-making Unique advantages of autonomous AI for real-time decision-making, with use cases How to design an autonomous AI from modular components and document your designs
Detail About Designing Autonomous AI PDF
- Author : Kence Anderson
- Publisher : "O'Reilly Media, Inc."
- Genre : Computers
- Total Pages : 253 pages
- ISBN : 1098110706
- Release Date : 14 June 2022
- PDF File Size : 41,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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