diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 0ebd08eb5d..39201daf71 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -44,9 +44,9 @@ jobs:
       uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
-    - name: Install dependencies
+    - name: Install dependencies and docs
       run: |
-        ./bootstrap.sh
+        ./bootstrap.sh +docs
     - name: Generic Unittests
       run: |
         ./test_reframe.py
@@ -140,12 +140,15 @@ jobs:
 
   docvalidation:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11']
     steps:
       - uses: actions/checkout@v3
-      - name: Setup up Python 3.8
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: ${{ matrix.python-version }}
       - name: Install Doc Requirements
         run: |
           python -m pip install -r docs/requirements.txt