Adaptive Actor-Critic Based Optimal Regulation for Drift-Free Uncertain Nonlinear Systems

Ashwin P. Dani, Shubhendu Bhasin

In this paper, a continuous-time adaptive actor-critic reinforcement learning (RL) controller is developed for drift-free nonlinear systems. Practical examples of such systems are…