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Assured Autonomy (Briefing Charts)
[Technical Report, Briefing Charts]
DEFENSE ADVANCED RESEARCH PROJECTS AGENCY ARLINGTON VA
Pagination or Media Count:
Impressive progress in machine learning in last decade, but challenges remain for use in safety critical systems. Assurance and trustworthiness critical for use in safety critical systems. Program developing an assurance architecture and toolbox for assurance of learning-enabled systems, released through research community platform CPS-VO and planned through DoD platform JAIC. www.assured-autonomy.org. Established community of researchers and practitioners in AI safety. AI safety workshops, NN verification competition, CPS-VO community and design studios. Publications in top AI, CPS and Control conferences. International collaborations.
[A, Approved For Public Release]