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.
Table of Contents
Chapter 1 Foundations Of Trusted Autonomy: An Introduction
Chapter 2 Universal Artificial Intelligence
Chapter 3 Goal Reasoning And Trusted Autonomy
Chapter 4 Social Planning For Trusted Autonomy
Chapter 5 A Neuroevolutionary Approach To Adaptive Multi-Agent Teams
Chapter 6 The Blessing And Curse Of Emergence In Swarm Intelligence Systems
Chapter 7 Trusted Autonomous Game Play
Chapter 8 The Role Of Trust In Human-Robot Interaction
Chapter 9 Trustworthiness Of Autonomous Systems
Chapter 10 Trusted Autonomy Under Uncertainty
Chapter 11 The Need For Trusted Autonomy In Military Cyber Security
Chapter 12 Reinforcing Trust In Autonomous Systems: A Quantum Cognitive Approach
Chapter 13 Learning To Shape Errors With A Confusion Objective
Chapter 14 Developing Robot Assistants With Communicative Cues For Safe, Fluent Hri
Chapter 15 Intrinsic Motivation For Truly Autonomous Agents
Chapter 16 Computational Motivation, Autonomy And Trustworthiness: Can We Have It All?
Chapter 17 Are Autonomous-And-Creative Machines Intrinsically Untrustworthy?
Chapter 18 Trusted Autonomous Command And Control
Chapter 19 Trusted Autonomy In Training: A Future Scenario
Chapter 20 Future Trusted Autonomous Space Scenarios
Chapter 21 An Autonomy Interrogative
- Title: Foundations of Trusted Autonomy
- Length: 395 pages
- Edition: 1st ed. 2018
- Language: English
- Publisher: Springer
- Publication Date: 2018-02-16
- ISBN-10: 3319648152
- ISBN-13: 9783319648156