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Unknown affine parameters in control-affine systems can be handled with an estimator that yields guaranteed error bounds, enabling robust reach-stabilization and finite-time convergence.
Convexifying control barrier functions for complex, non-convex safe sets is now possible by exploiting the spectral properties of matrix-valued functions.