Revisiting the ODE Method for Recursive Algorithms: Fast Convergence Using Quasi Stochastic Approximation - Chen, Shuhang; Devraj, Adithya; Berstein, Andrey; Meyn, Sean (Journal of systems science and complexity, 2021)
Keywords: Algorithms; Approximation; Complex Systems; Control; Convergence; Machine learning; Mathematical analysis; Mathematics; Mathematics and Statistics; Mathematics of Computing; Operations Research/Decision Theory; Optimization; Statistics; Systems Theory; Learning and adaptive systems in artificial intelligence; stochastic approximation; reinforcement learning