EAN: 9781098110758

DESIGNING AUTONOMOUS AI - KENCE ANDERSON KARTON...

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

Aktuelle Preise zur EAN 9781098110758

Produktinformationen zur 9781098110758