Designing Autonomous AI

A Guide for Machine Teaching



Bookstore > Books > Designing Autonomous AI

Price$45.95 - $56.00
Rating
AuthorKence Anderson
PublisherO'Reilly Media
Published2022
Pages245
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101098110757
ISBN-139781098110758
EBook Hardcover Paperback

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.




4 5 4

Similar Books


Conversational AI

Conversational AI

by Andrew R. Freed

Conversational AI: Chatbots that work teaches you to create the kind of AI-enabled assistants that are revolutionizing the customer service industry. You'll learn to build effective conversational AI that can automate common inquiries and easily address your customers' most common problems. This engaging and entertaining book de...

Price:  $49.99  |  Publisher:  Manning  |  Release:  2021

iOS Swift Game Development Cookbook, 3rd Edition

iOS Swift Game Development Cookbook, 3rd Edition

by Paris Buttfield-Addison, Jonathon Manning

Ready to create amazing games for iOS? With Apple's Swift programming language, it's never been easier. This updated cookbook provides detailed recipes for managing a wide range of common iOS game-development issues, ranging from architecture design to graphics to performance - all revised for the latest version of Swift.You get...

Price:  $38.30  |  Publisher:  O'Reilly Media  |  Release:  2018

Designing Social Interfaces

Designing Social Interfaces

by Christian Crumlish, Erin Malone

From the creators of Yahoo!'s Design Pattern Library, Designing Social Interfaces provides you with more than 100 patterns, principles, and best practices, along with salient advice for many of the common challenges you'll face when starting a social website. Christian Crumlish and Erin Malone share hard-won insights into what w...

Price:  $3.65  |  Publisher:  O'Reilly Media  |  Release:  2009

Designing Machine Learning Systems

Designing Machine Learning Systems

by Chip Huyen

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are re...

Price:  $19.50  |  Publisher:  O'Reilly Media  |  Release:  2022

Trustworthy AI

Trustworthy AI

by Beena Ammanath

In Trustworthy AI, award-winning executive Beena Ammanath offers a practical approach for enterprise leaders to manage business risk in a world where AI is everywhere by understanding the qualities of trustworthy AI and the essential considerations for its ethical use within the organization and in the marketplace. The author draws from h...

Price:  $37.08  |  Publisher:  Wiley  |  Release:  2022

Productionizing AI

Productionizing AI

by Barry Walsh

This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of Python code samples, the book has been wr...

Price:  $48.42  |  Publisher:  Apress  |  Release:  2023

Lean AI

Lean AI

by Lomit Patel

How can startups successfully scale customer acquisition and revenue growth with a Lean team? Out-of-the-box acquisition solutions from Facebook, Google, and others provide a good start, but the companies that can tailor those solutions to meet their specific needs, objectives, and goals will come out winners. But that hasn't been an...

Price:  $23.49  |  Publisher:  O'Reilly Media  |  Release:  2020

Analytical Skills for AI and Data Science

Analytical Skills for AI and Data Science

by Daniel Vaughan

While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide prese...

Price:  $51.99  |  Publisher:  O'Reilly Media  |  Release:  2020