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Cover Artificial Intelligence in Management
Artificial Intelligence in Management
Self-learning and Autonomous Systems as Key Drivers of Value Creation
Andrzej Wodecki
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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Monograph Book
Publication Date:
06 Nov 2020
DOI:
https://doi.org/10.4337/9781839104954
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Business 2020
Chapter 4 Prospects for the future
Andrzej Wodecki
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in Artificial Intelligence in Management
Andrzej Wodecki
Publication Date:
06 Nov 2020
Collections:
Business 2020
Appendix
Andrzej Wodecki
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Monograph Chapter
in Artificial Intelligence in Management
Andrzej Wodecki
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06 Nov 2020
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Business 2020
Chapter 5 Conclusions
Andrzej Wodecki
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in Artificial Intelligence in Management
Andrzej Wodecki
Publication Date:
06 Nov 2020
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Business 2020
Chapter 3 Autonomous systems in value generation
Andrzej Wodecki
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Monograph Chapter
in Artificial Intelligence in Management
Andrzej Wodecki
Publication Date:
06 Nov 2020
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Business 2020
Chapter 2 The impact of autonomous systems on technologies, processes and industry sectors
Andrzej Wodecki
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in Artificial Intelligence in Management
Andrzej Wodecki
Publication Date:
06 Nov 2020
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Business 2020
Chapter 1 Artificial intelligence and machine learning landscape
Andrzej Wodecki
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Monograph Chapter
in Artificial Intelligence in Management
Andrzej Wodecki
Publication Date:
06 Nov 2020
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Business 2020
Introduction: From intelligent machines to self-driven organisations
Andrzej Wodecki
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Monograph Chapter
in Artificial Intelligence in Management
Andrzej Wodecki
Publication Date:
06 Nov 2020
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Business 2020