diff --git a/.github/workflows/auto_doc.yml b/.github/workflows/auto_doc.yml
index 7e9c7c7..4514943 100644
--- a/.github/workflows/auto_doc.yml
+++ b/.github/workflows/auto_doc.yml
@@ -10,11 +10,11 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
     - name: Set up Python
-      uses: actions/setup-python@v1
+      uses: actions/setup-python@v2
       with:
-        python-version: 3.9
+        python-version: '3.10'
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
diff --git a/.github/workflows/pytest_and_coverage.yml b/.github/workflows/pytest_and_coverage.yml
index 2c02307..6e5dbe5 100644
--- a/.github/workflows/pytest_and_coverage.yml
+++ b/.github/workflows/pytest_and_coverage.yml
@@ -9,13 +9,13 @@ jobs:
       max-parallel: 4
       matrix:
         runs-on: [ubuntu-latest, windows-latest]
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: [3.7, 3.8, 3.9, '3.10']
     runs-on: ${{ matrix.runs-on }}
 
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v1
+      uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
diff --git a/.github/workflows/pythonpublish.yml b/.github/workflows/pythonpublish.yml
index c7a6457..df074a1 100644
--- a/.github/workflows/pythonpublish.yml
+++ b/.github/workflows/pythonpublish.yml
@@ -10,7 +10,7 @@ jobs:
     strategy:
       matrix:
         runs-on: [windows-latest, ubuntu-latest]
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: [3.7, 3.8, 3.9, '3.10']
     runs-on: ${{ matrix.runs-on }}
     steps:
     - uses: actions/checkout@v2