RStudio

RStudio is an integrated development environment (IDE) for R. It includes a console, syntax-highlighting editor that supports direct code execution, as well as tools for plotting, history, debugging and workspace management.

OnDemand

RStudio can be run in a browser as OnDemand service. This is the most straighforward and simplest way.

Since the OnDemand can run on any machine, there is an option to choose custom home directory. This can be useful for example to have consisten version of .Rhistory dir, where a history of R commands is kept.

Kubernetes

Another option is to use Kubernetes service, which offers RStudio as one of its web applications.