diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 350c2bfc9e..2fdbccb54e 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -18,10 +18,6 @@ jobs:
     strategy:
       matrix:
         python-version: [3.6.x, 3.7.x, 3.8.x]
-        include:
-          - python-version: 3.6.x
-          - python-version: 3.7.x
-          - python-version: 3.8.x
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python
diff --git a/docs/Using-Virtual-Environment.md b/docs/Using-Virtual-Environment.md
index 32517b87d0..c1a9a8a2aa 100644
--- a/docs/Using-Virtual-Environment.md
+++ b/docs/Using-Virtual-Environment.md
@@ -19,8 +19,8 @@ from dependencies of other projects. This has a few advantages:
 
 ## Python Version Requirement (Required)
 
-This guide has been tested with Python 3.6 and 3.7. Python 3.8 is not supported
-at this time.
+This guide has been tested with Python 3.6 through Python 3.8. Newer versions might not
+have support for the dependent libraries, so are not recommended.
 
 ## Installing Pip (Required)
 
diff --git a/ml-agents-envs/setup.py b/ml-agents-envs/setup.py
index 8381d11102..3a39e519a9 100644
--- a/ml-agents-envs/setup.py
+++ b/ml-agents-envs/setup.py
@@ -42,6 +42,7 @@ def run(self):
         "License :: OSI Approved :: Apache Software License",
         "Programming Language :: Python :: 3.6",
         "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
     ],
     packages=find_packages(exclude=["*.tests", "*.tests.*", "tests.*", "tests"]),
     zip_safe=False,