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Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates
Our approach requires no prior model and corresponds, to the best of our knowledge, to the first algorithm that guarantees safety in settings with occasionally infeasible safety certificates without requiring a backup non-learning-based controller.
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