Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning

Arko Banerjee, Kia Rahmani, Joydeep Biswas +1

Among approaches for provably safe reinforcement learning, Model Predictive Shielding (MPS) has proven effective at complex tasks in continuous, high-dimensional state spaces, by l…