Chapter 3. Games on Networks We provide an overview and synthesis of the literatures analyzing games in which players are connected via a network structure. We discuss in particular the impact of the structure of the network on individuals’ behaviors. We focus on game theoretic modeling but also include some discussion of analyses of peer effects as well as applications to diffusion employment crime industrial organization and education.