Machine Learning, AI, Deep Learning, Ai Safety.
work has focused on rare failures in the context of supervised learning (largely image classification), there is a need to extend these ideas to other settings. In recent work on adversarial approaches for uncovering catastrophic failures, we apply these ideas towards testing reinforcement learning