Specifying an R environment with a runtime.txt file

Jupyter+R:

RStudio:

RShiny:

Both RStudio and IRKernel are installed by default, so you can use either the Jupyter notebook interface or the RStudio interface.

This repository also contains an example of a Shiny app.