Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics
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Selecting the right tuning parameters for algorithms is a pravelent problem in machine learning that can significantly affect the performance of algorithms. Data-efficient optimization algorithms, such as Bayesian optimization, have been used to automate this ... ...