Moment-Sum-of-Squares Approach for Fast Risk Estimation in Uncertain Environments

In this paper, we address the risk estimation problem where one aims at estimating the probability of violation of safety constraints for a robot in the presence of bounded uncertainties with arbitrary probability distributions. In this problem, an unsafe set is described by level sets of polynomial...

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Bibliographic Details
Main Authors: Jasour, Ashkan M. (Author), Hofmann, Andreas (Author), Williams, Brian C (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers, 2020-01-22T18:37:35Z.
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