Machine Learning, AI, Deep Learning, Ai Safety.
complementary approaches for adversarial testing of RL agents. In the first, we use a derivative-free optimisation to directly minimise the expected reward of an agent. In the second, we learn an adversarial value function which predicts from experience which situations are most likely to cause