On Convergence Rate of Adaptive Multiscale Value Function Approximation For Reinforcement Learning

Tao Li, Quanyan Zhu

In this paper, we propose a generic framework for devising an adaptive approximation scheme for value function approximation in reinforcement learning, which introduces multiscale…