Safe exploration in reproducing kernel Hilbert spaces

Abdullah Tokmak, Kiran G. Krishnan, Thomas B. Schön +1

Popular safe Bayesian optimization (BO) algorithms learn control policies for safety-critical systems in unknown environments. However, most algorithms make a smoothness assumption…