Dynamic Decision Making

Abstract

In this chapter, we define the basic concepts on dynamic decision making. We first introduce the concept of a dynamic decision process (DDP). In Sect. 4.1, we define the Markov decision process as a special case of DDPs and as the modeling technique. In Sect. 4.2, we introduce approximate dynamic programming as a collection of policies to solve MDPs.