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Foundations of Trusted Autonomy de Hussein A. Abbass

Foundations of Trusted Autonomy: Studies in Systems, Decision and Control, cartea 117

Editat de Hussein A. Abbass, Jason Scholz, Darryn J. Reid
en Limba Engleză Hardback – 25 ian 2018
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.

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Specificații

ISBN-13: 9783319648156
ISBN-10: 3319648152
Pagini: 369
Ilustrații: XVII, 395 p. 69 illus., 32 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.76 kg
Ediția:1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Systems, Decision and Control

Locul publicării:Cham, Switzerland

Cuprins

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

Textul de pe ultima copertă

This book is open access under a CC BY 4.0 license.

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.

Caracteristici

Presents the foundations upon which trusted autonomy might be built Offers the first comprehensive treatment of trusted autonomy, covering the scientific foundations for engineering and evolving trusted autonomous systems Serves as a reference resource for researchers, educators, and practitioners on trusted autonomy, as well as a foundational text for advanced students