diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml
index 1f81cb8..32c3e56 100644
--- a/.github/workflows/R-CMD-check.yaml
+++ b/.github/workflows/R-CMD-check.yaml
@@ -39,10 +39,10 @@ jobs:
       - name: Install R dependencies
         uses: r-lib/actions/setup-r-dependencies@v2
         with:
-            extra-packages: rcmdcheck, keras  # Add keras to the list of extra packages
+            extra-packages: rcmdcheck, keras3  # Add keras to the list of extra packages
 
       - name: Install Keras Python dependencies
-        run: R -e 'keras::install_keras()'  # This runs the install_keras function from R
+        run: R -e 'keras3::install_keras()'  # This runs the install_keras function from R
           
       - uses: r-lib/actions/check-r-package@v2
         with: