Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding

Daniel Bethell, Simos Gerasimou, Radu Calinescu +1

Empowering safe exploration of reinforcement learning (RL) agents during training is a critical challenge towards their deployment in many real-world scenarios. When prior knowledg…