diff --git a/.appveyor.yml b/.appveyor.yml
new file mode 100644
index 0000000..cd0adfd
--- /dev/null
+++ b/.appveyor.yml
@@ -0,0 +1,36 @@
+environment:
+  matrix:
+    - PYTHON: "C:\\Python27"
+    - PYTHON: "C:\\Python35"
+    - PYTHON: "C:\\Python36"
+    - PYTHON: "C:\\Python27-x64"
+    - PYTHON: "C:\\Python35-x64"
+    - PYTHON: "C:\\Python36-x64"
+
+install:
+  - "%PYTHON%\\python.exe -m pip install wheel"
+
+build: off
+
+before_test:
+  - "%PYTHON%\\python.exe setup.py bdist_wheel"
+  - "cd dist"
+  - "%PYTHON%\\python.exe -m pip install --find-links=. atari-py"
+  - "%PYTHON%\\python.exe -m pip install gym"
+
+test_script:
+  - "%PYTHON%\\python.exe -c \"import gym; env = gym.make('Enduro-v0'); env.reset(); [env.step(env.action_space.sample()) for i in range(1000)]\""
+
+artifacts:
+  - path: dist\*.whl
+    name: Releases
+
+deploy:
+  provider: GitHub
+  auth_token:
+    secure: "Weh3LepGE4k174U43zSHYAiM1pUCUSlQ+wjwpmUI2X3SsZqTpdRKzDUwkLnHjp23"
+  artifact: /.*\.whl/
+  draft: false
+  prerelease: false
+  on:
+    appveyor_repo_tag: true