The focus of this report is on artificial intelligence (AI) and human-computer interface (HCI) technology. Observations, conclusions, and recommendations regarding AI and HCI are presented in terms of six grand challenge areas which serve to identify key scientific and engineering issues and opportunities. Chapter 1 presents the panel's definitions of these and related terms. Chapter 2 presents the panel's general observations and recommendations regarding AI and HCI. Finally, Chapter 3 discusses computer science, AI, and HCI in terms of the six selected "grand challenge" areas and three time horizons, that is, short term (within the next 2 years), midterm (2 to 6 years), and long term (more than 6 years from now) and presents additional recommendations in these areas.
- Computer Science and Artificial Intelligence
- Copyright
- Preface
- Contents
- Chapter 1 Introduction
- CONTENT
- SELECTED DEFINITIONS
- Artificial Intelligence
- Human-Computer Interface
- Virtual Worlds
- Synthetic Environments
- GRAND CHALLENGE AREAS
- Chapter 2 Artificial Intelligence and Human-Computer Interface
- IMPORTANCE OF AI AND HCI TO THE DEPARTMENT OF DEFENSE
- TYPES OF INVESTMENT REQUIRED FOR AI AND HCI
- GENERAL RECOMMENDATIONS REGARDING AI AND HCI
- Chapter 3 Grand Challenge Areas
- REPRESENTATION AND MODELING OF COMPLEX SYSTEMS
- Description
- Research Objectives
- Ongoing Leading-Edge Activities and Organizations
- Needed Resources
- COLLABORATIVE PROBLEM SOLVING
- Description
- Research Objectives
- Ongoing Leading-Edge Activities and Organizations
- Needed Resources
- Opportunities for NRL
- MACHINE LEARNING AND ADAPTIVE SYSTEMS
- Description
- Research Objectives
- Ongoing Leading-Edge Activities and Organizations
- Needed Resources
- Opportunities for NRL
- REASONING UNDER UNCERTAINTY
- Description
- Research Objectives
- Ongoing Leading-Edge Activities and Organizations
- Needed Resources
- VIRTUAL WORLDS (REALITY)
- Description
- Research Objectives
- Ongoing Leading-Edge Activities and Organizations
- Needed Resources
- NEUROPHYSIOLOGICAL MODELS OF COGNITION
- Description
- Research Objectives
- Ongoing Leading-Edge Activities and Organizations
- Needed Resources
- Opportunities for NRL
- INDUSTRIAL INTEREST IN GRAND CHALLENGE AREAS
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