On the Taylor Expansion of Value Functions

Anton Braverman, Itai Gurvich, Junfei Huang

We introduce a framework for approximate dynamic programming that we apply to discrete time chains on ${\mathbb{Z}}_{+}^d$ with countable action sets. Our approach is grounded in the a…