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Artificial Intelligence in Management
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Artificial Intelligence in Management

Self-learning and Autonomous Systems as Key Drivers of Value Creation

9781839104947 Edward Elgar Publishing
Andrzej Wodecki, Department of Management, Warsaw University of Technology, Poland
Publication Date: 2020 ISBN: 978 1 83910 494 7 Extent: 224 pp
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-optimising 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.

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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-optimising 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.


Contents
Contents: Introduction: From Intelligent Machines To Self-Driven Organizations 1. Artificial Intelligence And Machine Learning Landscape 2. The Impact Of Autonomous Systems On Technologies, Processes And Industry Sectors 3. Autonomous Systems In Value Generation 4. Prospects For The Future Conclusions Index
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