diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 4819ce9..2dd0d11 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -21,6 +21,7 @@ jobs:
       matrix:
         config:
           - {name: code-server}
+          - {name: rstudio}
     name: ${{ matrix.config.name }}
     steps:
       - name: Check out the repo
diff --git a/rstudio/03_setup_root_path.sh b/rstudio/03_setup_root_path.sh
new file mode 100644
index 0000000..e282d68
--- /dev/null
+++ b/rstudio/03_setup_root_path.sh
@@ -0,0 +1,11 @@
+#!/usr/bin/with-contenv bash
+
+echo "root path: $WWW_ROOT_PATH"
+
+if [[ ! -z $WWW_ROOT_PATH ]]
+then
+        echo "Set www-root-path to $WWW_ROOT_PATH"
+        echo "www-root-path=$WWW_ROOT_PATH" >> /etc/rstudio/rserver.conf
+else
+        echo "Not setting www-root-path"
+fi
diff --git a/rstudio/04_copy_env.sh b/rstudio/04_copy_env.sh
new file mode 100644
index 0000000..b8e0984
--- /dev/null
+++ b/rstudio/04_copy_env.sh
@@ -0,0 +1,3 @@
+#!/usr/bin/with-contenv bash
+
+printenv >> /home/$USER/.Renviron
diff --git a/rstudio/Dockerfile b/rstudio/Dockerfile
new file mode 100644
index 0000000..6d4643a
--- /dev/null
+++ b/rstudio/Dockerfile
@@ -0,0 +1,10 @@
+FROM rocker/verse:4.3.2
+
+LABEL maintainer "Arnfinn Hykkerud Steindal <arnfinn.hykkerud.steindal@helse-nord.no>"
+
+RUN echo "www-frame-origin=same" >> /etc/rstudio/disable_auth_rserver.conf \
+  && echo "www-verify-user-agent=0" >> /etc/rstudio/disable_auth_rserver.conf
+
+COPY 03_setup_root_path.sh /etc/cont-init.d/03_setup_root_path.sh
+
+COPY 04_copy_env.sh /etc/cont-init.d/04_copy_env.sh