Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning

Alexander Politowicz, Sahisnu Mazumder, Bing Liu

Designing Reinforcement Learning (RL) solutions for real-life problems remains a significant challenge. A major area of concern is safety. "Shielding" is a popular technique to enf…