A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms

Weiqin Chen, Mark S. Squillante, Chai Wah Wu +1

We devise a control-theoretic reinforcement learning approach to support direct learning of the optimal policy. We establish various theoretical properties of our approach, such as…