,Table of Contents
Cover image
Title page
Copyright
Contributors
Chapter 1: Introduction
Abstract
1.1 Introduction: IoE: IoT, IoBT, and IoIT—Background and Overview
1.2 Introductions to the Technical Chapters
Chapter 2: Uncertainty Quantification in Internet of Battlefield Things
Abstract
2.1 Introduction
2.2 Background and Motivating IoBT Scenario
2.3 Optimization in Machine Learning
2.4 Uncertainty Quantification in Machine Learning
2.5 Adversarial Learning in DNN
2.6 Summary and Conclusion
Chapter 3: Intelligent Autonomous Things on the Battlefield
Abstract
3.1 Introduction
3.2 The Challenges of Autonomous Intelligence on the Battlefield
,3.3 AI Will Fight the Cyber Adversary
3.4 AI Will Perceive the Complex World
3.5 AI Enables Embodied Agents
3.6 Coordination Requires AI
3.7 Humans in the Ocean of Things
3.8 Summary
Chapter 4: Active Inference in Multiagent Systems: Context-Driven Collaboration and
Decentralized Purpose-Driven Team Adaptation
Abstract
4.1 Introduction
4.2 Energy-Based Adaptive Agent Behaviors
4.3 Application of Energy Formalism to Multiagent Teams
4.4 Validation Experiments
4.5 Conclusions
Chapter 5: Policy Issues Regarding Implementations of Cyber Attack: Resilience Solutions for
Cyber Physical Systems
Abstract
Acknowledgments
5.1 Introduction: Context
5.2 The Need to Address Cybersecurity for Physical Systems
5.3 Cybersecurity Role and Certification of the Operators of Physical Systems
5.4 Data Curation
5.5 Market Incentives
5.6 Conclusions and Recommendations
, Chapter 6: Trust and Human-Machine Teaming: A Qualitative Study
Abstract
6.1 Background
6.2 Method
6.3 Results
6.4 Discussion
6.5 Conclusion
Chapter 7: The Web of Smart Entities—Aspects of a Theory of the Next Generation of the Internet
of Things
Abstract
Acknowledgments
7.1 Introduction
7.2 Smart Things
7.3 A Vision of the Next Generation of the IoT
7.4 The Use of Artificial Intelligence in the Web of Smart Entities
7.5 Towards a Theory of the Web of Smart Entities
7.6 Interacting With Automation
7.7 Depth of WSE
7.8 Conclusions
Chapter 8: Raising Them Right: AI and the Internet of Big Things
Abstract
8.1 Introduction
8.2 “Things Are About to Get Weird”
8.3 Raise Them Right
Cover image
Title page
Copyright
Contributors
Chapter 1: Introduction
Abstract
1.1 Introduction: IoE: IoT, IoBT, and IoIT—Background and Overview
1.2 Introductions to the Technical Chapters
Chapter 2: Uncertainty Quantification in Internet of Battlefield Things
Abstract
2.1 Introduction
2.2 Background and Motivating IoBT Scenario
2.3 Optimization in Machine Learning
2.4 Uncertainty Quantification in Machine Learning
2.5 Adversarial Learning in DNN
2.6 Summary and Conclusion
Chapter 3: Intelligent Autonomous Things on the Battlefield
Abstract
3.1 Introduction
3.2 The Challenges of Autonomous Intelligence on the Battlefield
,3.3 AI Will Fight the Cyber Adversary
3.4 AI Will Perceive the Complex World
3.5 AI Enables Embodied Agents
3.6 Coordination Requires AI
3.7 Humans in the Ocean of Things
3.8 Summary
Chapter 4: Active Inference in Multiagent Systems: Context-Driven Collaboration and
Decentralized Purpose-Driven Team Adaptation
Abstract
4.1 Introduction
4.2 Energy-Based Adaptive Agent Behaviors
4.3 Application of Energy Formalism to Multiagent Teams
4.4 Validation Experiments
4.5 Conclusions
Chapter 5: Policy Issues Regarding Implementations of Cyber Attack: Resilience Solutions for
Cyber Physical Systems
Abstract
Acknowledgments
5.1 Introduction: Context
5.2 The Need to Address Cybersecurity for Physical Systems
5.3 Cybersecurity Role and Certification of the Operators of Physical Systems
5.4 Data Curation
5.5 Market Incentives
5.6 Conclusions and Recommendations
, Chapter 6: Trust and Human-Machine Teaming: A Qualitative Study
Abstract
6.1 Background
6.2 Method
6.3 Results
6.4 Discussion
6.5 Conclusion
Chapter 7: The Web of Smart Entities—Aspects of a Theory of the Next Generation of the Internet
of Things
Abstract
Acknowledgments
7.1 Introduction
7.2 Smart Things
7.3 A Vision of the Next Generation of the IoT
7.4 The Use of Artificial Intelligence in the Web of Smart Entities
7.5 Towards a Theory of the Web of Smart Entities
7.6 Interacting With Automation
7.7 Depth of WSE
7.8 Conclusions
Chapter 8: Raising Them Right: AI and the Internet of Big Things
Abstract
8.1 Introduction
8.2 “Things Are About to Get Weird”
8.3 Raise Them Right
