Safe inputs approximation for black-box systems

Given a family of independent and identically distributed samples extracted from the input region and their corresponding outputs, in this paper we propose a method to under-approximate the set of safe inputs that lead the blackbox system to respect a given safety specification. Our method falls wit...

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Bibliographic Details
Main Authors: XUE, Bai, LIU, Yang, MA, Lei, ZHANG, Xiyue, SUN, Meng, XIE, Xiaofei
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access:https://ink.library.smu.edu.sg/sis_research/7074
https://ink.library.smu.edu.sg/context/sis_research/article/8077/viewcontent/464600a180.pdf
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Institution: Singapore Management University
Language: English

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