Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning

Hongpeng Cao, Yanbing Mao, Lui Sha +1

Real-world accidents in learning-enabled CPS frequently occur in challenging corner cases. During the training of deep reinforcement learning (DRL) policy, the standard setup for t…