A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms
arXiv:2406.14753v4 Announce Type: replace
Abstract: 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 convergence and op…