Koopman-Assisted Reinforcement Learning

arXiv:2403.02290v2 Announce Type: replace Abstract: The Bellman equation and its continuous form, the Hamilton-Jacobi-Bellman equation, are ubiquitous in reinforcement learning and control theory. However, these equations become intractable for high-dimensional or nonlinear systems. This paper...