Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems

Haozhe Tian, Homayoun Hamedmoghadam, Robert Shorten +1

Reinforcement Learning (RL) is a powerful method for controlling dynamic systems, but its learning mechanism can lead to unpredictable actions that undermine the safety of critical…