Artificial intelligence in management : self-learning and autonomous systems as key drivers of value creation /

"Autonomous systems are on the frontiers of Artificial Intelligence (AI) research, and they are slowly finding their business applications. Driven mostly by Reinforcement Learning (RL) methods (one of the most difficult, but also the most promising modern AI algorithms), autonomous systems help...

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Bibliographic Details
Main Author: Wodecki, Andrzej (Author)
Format: eBook
Language:English
Published: Northampton : Edward Elgar Publishing, 2020.
Subjects:
Online Access:http://proxy.library.tamu.edu/login?url=https://www.elgaronline.com/view/9781839104947.xml
Description
Summary:"Autonomous systems are on the frontiers of Artificial Intelligence (AI) research, and they are slowly finding their business applications. Driven mostly by Reinforcement Learning (RL) methods (one of the most difficult, but also the most promising modern AI algorithms), autonomous systems help create self-learning and self-optimizing systems, ranging from simple game-playing agents to robots able to efficiently act in completely new environments. Based on in-depth study of more than 100 projects, Andrzej Wodecki explores RL as a key component of modern digital technologies, its real-life applications to activities in a value chain and the ways in which it impacts different industries. Artificial Intelligence in Management will help project leaders, decision makers and investors evaluate new autonomous projects and will serve as an inspiring guide for future research"--
Physical Description:1 online resource (224 pages)
Bibliography:Includes bibliographical references and index.
ISBN:9781839104954 (e-book)