Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning

Stefan Pranger, Hana Chockler, Martin Tappler +1

In many Deep Reinforcement Learning (RL) problems, decisions in a trained policy vary in significance for the expected safety and performance of the policy. Since RL policies are v…