Foundations of Trusted Autonomy
Seiten
2019
|
1. Softcover reprint of the original 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-87879-9 (ISBN)
Springer International Publishing (Verlag)
978-3-319-87879-9 (ISBN)
This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness.
Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.
Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.
Foundations of Trusted Autonomy.- Foundations of Trusted Autonomy: An Introduction.- Goal Reasoning and Trusted Autonomy.- Social planning for Trusted Autonomy.- The Blessing and Curse of Emergence in Swarm Intelligence Systems.- Trustworthiness of Autonomous Systems.- Learning to Shape Errors with a Confusion Objective.- Future Trusted Autonomous Space Scenarios.- An Autonomy Interrogative
Erscheinungsdatum | 08.02.2019 |
---|---|
Reihe/Serie | Studies in Systems, Decision and Control |
Zusatzinfo | XVII, 395 p. 69 illus., 32 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 627 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Technik ► Elektrotechnik / Energietechnik | |
Technik ► Maschinenbau | |
Schlagworte | Algorithm analysis and problem complexity • Automation Technology • Autonomous Systems • Design of Algorithms and Methodologies • open access • Self-Governance • Trusted Autonomous Systems • Trusted Autonomy |
ISBN-10 | 3-319-87879-4 / 3319878794 |
ISBN-13 | 978-3-319-87879-9 / 9783319878799 |
Zustand | Neuware |
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