Update build_deploy.yml to try to fix errors in building

.github/workflows/build_deploy.yml

@@ -3,10 +3,10 @@ on: ["push", "pull_request"]
 
 jobs: 
   build_job:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
         with:
           ref: 'main'
           persist-credentials: false
@@ -15,14 +15,14 @@ jobs:
         run: sudo apt-get install -y libcurl4-openssl-dev pandoc pandoc-citeproc texlive texlive-xetex biber
 
       - name: Setup R
-        uses: r-lib/actions/setup-r@v1
+        uses: r-lib/actions/setup-r@v2
         with:
-          r-version: '4.1.1'
+          r-version: '4.4.1'
 
       - name: Install renv from github
         run: Rscript -e 'install.packages("renv")'
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v3
         with:
           path: ~/.local/share/renv
           key: ${{ runner.os }}-renv-v1-${{ hashFiles('**/renv.lock') }}