diff --git a/.github/workflows/build-and-push-to-docker.yml b/.github/workflows/build-and-push-to-docker.yml
index 5a2682ea..071cfe9b 100644
--- a/.github/workflows/build-and-push-to-docker.yml
+++ b/.github/workflows/build-and-push-to-docker.yml
@@ -526,6 +526,12 @@ jobs:
           - RVERSION: 4.2.0
             BASE_IMAGE_NAME: rocker/verse
             EXTENSION: r
+          - RVERSION: 4.2.3
+            BASE_IMAGE_NAME: rocker/verse
+            EXTENSION: r
+          - RVERSION: 4.3.1
+            BASE_IMAGE_NAME: rocker/verse
+            EXTENSION: r
           - RVERSION: devel
             BASE_IMAGE_NAME: rocker/verse
             EXTENSION: r
diff --git a/docker/r/Dockerfile b/docker/r/Dockerfile
index bb7b269a..b2738426 100644
--- a/docker/r/Dockerfile
+++ b/docker/r/Dockerfile
@@ -32,7 +32,7 @@ RUN echo "PATH=${PATH}" >> /usr/local/lib/R/etc/Renviron.site && \
 ENV LD_LIBRARY_PATH /usr/local/lib/R/lib
 
 # pin the version of RStudio
-ARG RSTUDIO_VERSION_OVERRIDE="2022.02.3-492"
+ARG RSTUDIO_VERSION_OVERRIDE="2023.06.0-421"
 ENV RSTUDIO_VERSION=${RSTUDIO_VERSION_OVERRIDE}
 # if rstudio and rstudio-server users are not deleted below, the installation
 # script fails when it installs rstudio and tries to add them back in