Safe Reinforcement Learning via Confidence-Based Filters

Sebastian Curi, Armin Lederer, Sandra Hirche +1

Ensuring safety is a crucial challenge when deploying reinforcement learning (RL) to real-world systems. We develop confidence-based safety filters, a control-theoretic approach fo…