Hysteresis-Based RL: Robustifying Reinforcement Learning-based Control Policies via Hybrid Control

Jan de Priester, Ricardo G. Sanfelice, Nathan van de Wouw

Reinforcement learning (RL) is a promising approach for deriving control policies for complex systems. As we show in two control problems, the derived policies from using the Proxi…