Adaptive Shielding for Safe Reinforcement Learning under Hidden-Parameter Dynamics Shifts

Minjae Kwon, Tyler Ingebrand, Ufuk Topcu +1

Unseen shifts in environment dynamics, driven by hidden parameters such as friction or gravity, create a challenge for maintaining safety. We address this challenge by proposing Ad…