Machine Learning, AI, Deep Learning, Ai Safety.
agents intended for use in safety-critical settings (Ruderman et al., 2018, Uesato et al., 2018b). One challenge in developing autonomous systems is that because a single mistake may have large consequences, very small failure probabilities are unacceptable. Our objective is to design an