The authors estimate a robot velocity controller's decay rate and a stability-violation slack from data, then use them to choose the safety parameter in model-free control barrier functions.
Learning Stability Certificates from Data,
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Towards Data-Driven Model-Free Safety-Critical Control
The authors estimate a robot velocity controller's decay rate and a stability-violation slack from data, then use them to choose the safety parameter in model-free control barrier functions.