Unifying Value Iteration, Advantage Learning, and Dynamic Policy Programming

Tadashi Kozuno, Eiji Uchibe, Kenji Doya

Approximate dynamic programming algorithms, such as approximate value iteration, have been successfully applied to many complex reinforcement learning tasks, and a better approxima…