Safe Reinforcement Learning via Recovery-based Shielding with Gaussian Process Dynamics Models.

arXiv:2602.12444v3 Announce Type: replace-cross Abstract: Reinforcement learning (RL) is a powerful framework for optimal decision-making and control but often lacks provable guarantees for safety-critical applications. In this paper, we introduce a novel reco