Low-rank State-action Value-function Approximation

Sergio Rozada, Victor Tenorio, Antonio G. Marques

Value functions are central to Dynamic Programming and Reinforcement Learning but their exact estimation suffers from the curse of dimensionality, challenging the development of pr…