Michael E. Miller, Christina F. Rusnock

Integrating Artificial and Human Intelligence through Agent Oriented Systems Design (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book subscribes to the assumption that AI systems will provide a maximal advantage when designed to augment human intelligence. In this book are methods for designing effective systems that involve one or more humans and AI entities, providing an approach that assumes automation does not replace but changes the structure of human work.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 322
• Erscheinungstermin: 28. August 2024
• Englisch
• ISBN-13: 9781040111741
• Artikelnr.: 72272367

Autorenporträt

Michael E. Miller is a Professor of Systems Engineering at the Air Force Institute of Technology where he teaches courses in human factors, human performance modeling, and human systems integration, including a course in Human-Agent Teaming. Mike's recent research has focused on human representations in systems engineering models, including a SysML extension for developing descriptive models of systems which include small teams of humans and agents working to seek common goals. Mike has contributed to more than 100 issued U.S. patents on digital imaging and display systems, 50 peer-reviewed journal articles, and numerous conference proceedings.

Lt Col Christina F. Rusnock is an Adjunct Associate Professor of the Department of Systems Engineering and Management at the Air Force Institute of Technology, Wright Patterson AFB, OH. Dr. Rusnock earned her Ph.D. in Industrial Engineering, Human Factors/Ergonomics Specialization, from the University of Central Florida, and an MS in Research and Development Management from the Air Force Institute of Technology. Her research interests include human performance modeling, mental workload, trust in automation, and situation awareness, with a focus on applications in human-machine teaming for autonomous systems. She has contributed to over 50 books, journal articles, and conference proceedings.

Inhaltsangabe

1. Introducing Human-AI Teaming. 2. Defining Your System. 3. Goals and
Responsibilities. 4. What is Teaming?. 5. Automation and System Redesign.
6. AI Methods and Agent Architectures. 7. Allocation. 8. Human-AI Agent
Team Architectural Patterns. 9. Decision-Making and Decision Support
Systems. 10. Designing for Exceptions. 11. System Verification through
Coactive Design. 12. Human Capabilities and Capacity. 13. Completing System
Specifications in the AOSM. 14. Future of Agent-Oriented Systems Modeling.
Appendix A: AOSM Profile, Language Extension