CentOS container based deployment of RStudio server [doc].
Run the container with the following command and navigate to 127.0.0.1 or to the IP addressed provided from the docker-machine ip command on your local machine. Login with the username and password of rstudio.
docker run -d -p 80:8787 npho/rstudio-server