Gyula Felix Max

Fast Approximate Dynamic Programming for Infinite-Horizon Markov Decision Processes

In this study, we consider the infinite-horizon, discounted cost, optimal control of stochastic nonlinear systems with separable cost and constraints in the state and input variables. Using the linear-time Legendre transform, we propose a novel numerical scheme for implementation of the correspondin…