diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index f90b61ae..37a8f1aa 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -16,12 +16,12 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.7, 3.8, 3.9, '3.10', pypy-3.8, pypy-3.9]
+        python-version: [3.7, 3.8, 3.9, '3.10', 3.11-dev, pypy-3.8, pypy-3.9]
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies