Roderick Bloem

Automata Learning meets Shielding

2022 · arXiv (Cornell University)

Safety is still one of the major research challenges in reinforcement learning (RL). In this paper, we address the problem of how to avoid safety violations of RL agents during exploration in probabilistic and partially …