Safe reinforcement learning control for continuous-time nonlinear systems without a backup controller

Soutrik Bandyopadhyay, Shubhendu Bhasin

This paper proposes an on-policy reinforcement learning (RL) control algorithm that solves the optimal regulation problem for a class of uncertain continuous-time nonlinear systems…