Reachability analysis of neural feedback loops using sparse polynomial optimisation
Neural networks have seen a recent increased use in control feedback systems. However, providing robustness guarantees on these feedback systems has proven challenging and to combat these issues, there is a significant amount of current research. One of the biggest shortcoming of neural networks is...
Main Authors: | , |
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Format: | Conference item |
Jezik: | English |
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IEEE
2022
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