Disturbance Observer-based Control Barrier Functions with Residual Model Learning for Safe Reinforcement Learning

Dvij Kalaria, Qin Lin, John M. Dolan

Reinforcement learning (RL) agents need to explore their environment to learn optimal behaviors and achieve maximum rewards. However, exploration can be risky when training RL dire…