diff --git a/.github/workflows/installation_tests.yaml b/.github/workflows/installation_tests.yaml
index 93f06b02..b6f7d10d 100644
--- a/.github/workflows/installation_tests.yaml
+++ b/.github/workflows/installation_tests.yaml
@@ -18,7 +18,7 @@ jobs:
       matrix:
         python-version: ['3.7', '3.8', '3.9', '3.10']
         installation-option: ['basic', 'stable-baselines', 'stable-baselines3', 'ray-rllib']
-        pip-version: ['23.0.1', '']
+        python-packages-version: ['default', 'latest']
 
     steps:
       - name: Set up Python ${{ matrix.python-version }}
@@ -26,15 +26,17 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Pre-install packages needed because of setup.py deprecation
+      - name: Setup environment configuration (default or latest)
         run: |
-          pip list
-          python3 -m pip install wheel==0.38.4
-          if [ "${{ matrix.pip-version }}" == '' ]; then
+          if [ "${{ matrix.pip-version }}" == 'latest' ]; then
             python3 -m pip install -U pip
-          else
-            python3 -m pip install pip==${{ matrix.pip-version }}
+            python3 -m pip install -U setuptools
           fi
+          pip list
+
+      - name: Pre-install packages needed because of setup.py deprecation
+        run: |
+          echo "No action for now"
 
       - name: Define Package Path
         id: set_package_path
@@ -47,11 +49,11 @@ jobs:
 
       - name: Checkout Main Branch and Install Package
         if: github.event_name == 'push' && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/'))
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
 
       - name: Checkout Pull Request Branch and Install Package
         if: github.event_name == 'pull_request'
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
         with:
           ref: ${{ github.event.pull_request.head.ref }}