Dynamic Shielding for Reinforcement Learning in Black-Box Environments

Masaki Waga, Ezequiel Castellano, Sasinee Pruekprasert +3

It is challenging to use reinforcement learning (RL) in cyber-physical systems due to the lack of safety guarantees during learning. Although there have been various proposals to r…