Autonomics: In search of a foundation for next-generation autonomous systems.

Abstract:

: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 humans, 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.

authors

Harel D,Marron A,Sifakis J

doi

10.1073/pnas.2003162117

subject

Has Abstract

pub_date

2020-07-28 00:00:00

pages

17491-17498

issue

30

eissn

0027-8424

issn

1091-6490

pii

2003162117

journal_volume

117

pub_type

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