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Extreme Learning Machine-based Barrier Function Synthesis

Basu, Ahan et al.
arXiv (All) · Papers
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systems-and-control
Deep learning methods like neural networks have greatly simplified the computation of safety certificates for complex nonlinear systems with unknown dynamics. However, due to the data-driven nature of these certificates and the complex architecture of neural networks, computation time as well as rob
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