Vue Router is a library for building client-side routers in Vue.js applications, allowing single-page apps with multiple views and navigation links that don't require full page reloads. To set up routes, install the library, create a new instance of Vue Router, and define route paths and components using named parameters, views, redirects, and catch-all routes as needed.