3 citations · 4 across the 7 of their papers we have counts for
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cs.LG2024★ 1 cited
PACSBO: Probably approximately correct safe Bayesian optimization
Abdullah Tokmak, Thomas B. Schön, Dominik Baumann
Safe Bayesian optimization (BO) algorithms promise to find optimal control policies without knowing the system dynamics while at the same time guaranteeing safety with high probabi…
cs.LG2024
Safe reinforcement learning in uncertain contexts
Dominik Baumann, Thomas B. Schön
When deploying machine learning algorithms in the real world, guaranteeing safety is an essential asset. Existing safe learning approaches typically consider continuous variables,…