期刊
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
卷 117, 期 30, 页码 17491-17498出版社
NATL ACAD SCIENCES
DOI: 10.1073/pnas.2003162117
关键词
autonomous systems; autonomics; trustworthy systems
资金
- Israel Science Foundation
- Intel Corporation
- Estate of Emile Mimran
- endowed William Sussman Professorial Chair of Mathematics at the Weizmann
The potential benefits of autonomous systems are obvious. However, there are still major issues to be dealt with before developing such systems becomes a commonplace engineering practice, with accepted and trustworthy deliverables. We argue that a solid, evolving, publicly available, community-controlled foundation for developing next-generation autonomous systems is a must, and term the desired foundation autonomics. We focus on three main challenges: 1) how to specify autonomous system behavior in the face of unpredictability; 2) how to carry out faithful analysis of system behavior with respect to rich environments that include hu-mans, physical artifacts, and other systems; and 3) how to build such systems by combining executable modeling techniques from software engineering with artificial intelligence and machine learning.
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