diff --git a/.travis.yml b/.travis.yml
index 1261ffcb..f766a454 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -8,27 +8,51 @@ env:
     - TOX_ENV=py27-django1.6-drf2.4.3
     - TOX_ENV=py27-django1.6-drf2.4.4
     - TOX_ENV=py27-django1.6-drf3.0.0
+    - TOX_ENV=py27-django1.6-drf3.1.0
     - TOX_ENV=py27-django1.7-drf2.4.3
     - TOX_ENV=py27-django1.7-drf2.4.4
     - TOX_ENV=py27-django1.7-drf3.0.0
+    - TOX_ENV=py27-django1.7-drf3.1.0
+    - TOX_ENV=py27-django1.8-drf2.4.3
+    - TOX_ENV=py27-django1.8-drf2.4.4
+    - TOX_ENV=py27-django1.8-drf3.0.0
+    - TOX_ENV=py27-django1.8-drf3.1.0
     - TOX_ENV=py32-django1.6-drf2.4.3
     - TOX_ENV=py32-django1.6-drf2.4.4
     - TOX_ENV=py32-django1.6-drf3.0.0
+    - TOX_ENV=py32-django1.6-drf3.1.0
     - TOX_ENV=py32-django1.7-drf2.4.3
     - TOX_ENV=py32-django1.7-drf2.4.4
     - TOX_ENV=py32-django1.7-drf3.0.0
+    - TOX_ENV=py32-django1.7-drf3.1.0
+    - TOX_ENV=py32-django1.8-drf2.4.3
+    - TOX_ENV=py32-django1.8-drf2.4.4
+    - TOX_ENV=py32-django1.8-drf3.0.0
+    - TOX_ENV=py32-django1.8-drf3.1.0
     - TOX_ENV=py33-django1.6-drf2.4.3
     - TOX_ENV=py33-django1.6-drf2.4.4
     - TOX_ENV=py33-django1.6-drf3.0.0
+    - TOX_ENV=py33-django1.6-drf3.1.0
     - TOX_ENV=py33-django1.7-drf2.4.3
     - TOX_ENV=py33-django1.7-drf2.4.4
     - TOX_ENV=py33-django1.7-drf3.0.0
+    - TOX_ENV=py33-django1.7-drf3.1.0
+    - TOX_ENV=py33-django1.8-drf2.4.3
+    - TOX_ENV=py33-django1.8-drf2.4.4
+    - TOX_ENV=py33-django1.8-drf3.0.0
+    - TOX_ENV=py33-django1.8-drf3.1.0
     - TOX_ENV=py34-django1.6-drf2.4.3
     - TOX_ENV=py34-django1.6-drf2.4.4
     - TOX_ENV=py34-django1.6-drf3.0.0
+    - TOX_ENV=py34-django1.6-drf3.1.0
     - TOX_ENV=py34-django1.7-drf2.4.3
     - TOX_ENV=py34-django1.7-drf2.4.4
     - TOX_ENV=py34-django1.7-drf3.0.0
+    - TOX_ENV=py34-django1.7-drf3.1.0
+    - TOX_ENV=py34-django1.8-drf2.4.3
+    - TOX_ENV=py34-django1.8-drf2.4.4
+    - TOX_ENV=py34-django1.8-drf3.0.0
+    - TOX_ENV=py34-django1.8-drf3.1.0
 
 matrix:
   fast_finish: true
diff --git a/README.rst b/README.rst
index a39ffc52..9a85313c 100644
--- a/README.rst
+++ b/README.rst
@@ -23,8 +23,8 @@ Requirements
 ------------
 
 -  Python (2.7, 3.2, 3.3, 3.4)
--  Django (1.6, 1.7)
--  Django REST Framework (2.4.3, 2.4.4, 3.0.0)
+-  Django (1.6, 1.7, 1.8)
+-  Django REST Framework (2.4.3, 2.4.4, 3.0.0, 3.1.0)
 
 Installation
 ------------
diff --git a/tests/conftest.py b/tests/conftest.py
index 5909129b..fe079bc7 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,4 +1,5 @@
 def pytest_configure():
+    import django
     from django.conf import settings
 
     settings.configure(
@@ -52,6 +53,9 @@ def pytest_configure():
         )
 
     try:
+        if django.VERSION >= (1, 8):
+            # django-oauth2-provider does not support Django1.8
+            raise ImportError
         import provider  # NOQA
     except ImportError:
         pass
diff --git a/tests/test_authentication.py b/tests/test_authentication.py
index d58ad51d..3cad6f95 100644
--- a/tests/test_authentication.py
+++ b/tests/test_authentication.py
@@ -5,8 +5,30 @@
 from django.contrib.auth import get_user_model
 
 from rest_framework import permissions, status
-from rest_framework.authentication import OAuth2Authentication
-from rest_framework.compat import oauth2_provider
+try:
+    from rest_framework_oauth.authentication import OAuth2Authentication
+except ImportError:
+    try:
+        from rest_framework.authentication import OAuth2Authentication
+    except ImportError:
+        OAuth2Authentication = None
+try:
+    try:
+        from rest_framework_oauth.compat import oauth2_provider
+        from rest_framework_oauth.compat.oauth2_provider import oauth2
+    except ImportError:
+        # if oauth2 module can not be imported, skip the tests,
+        # because models have not been initialized.
+        oauth2_provider = None
+except ImportError:
+    try:
+        from rest_framework.compat import oauth2_provider
+        from rest_framework.compat.oauth2_provider import oauth2  # NOQA
+    except ImportError:
+        # if oauth2 module can not be imported, skip the tests,
+        # because models have not been initialized.
+        oauth2_provider = None
+
 from rest_framework.test import APIRequestFactory, APIClient
 from rest_framework.views import APIView
 
diff --git a/tox.ini b/tox.ini
index 5b24031c..0916c932 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,22 +1,25 @@
 [tox]
 envlist =
        py27-{flake8,docs},
-       {py27,py33,py34}-django{1.6,1.7}-drf{2.4.3,2.4.4,3.0.0}
+       {py27,py33,py34}-django{1.6,1.7,1.8}-drf{2.4.3,2.4.4,3.0.0,3.1.0}
 
 [testenv]
-commands = ./runtests.py --fast
+commands = ./runtests.py --fast {posargs}
 setenv =
        PYTHONDONTWRITEBYTECODE=1
 deps =
        django1.6: Django==1.6.8
        django1.7: Django==1.7.1
+       django1.8: Django==1.8
        drf2.4.3: djangorestframework==2.4.3
        drf2.4.4: djangorestframework==2.4.4
        drf3.0.0: djangorestframework==3.0.0
-       py27-django1.6-drf{2.4.3,2.4.4,3.0.0}: oauth2==1.5.211
-       py27-django1.6-drf{2.4.3,2.4.4,3.0.0}: django-oauth-plus==2.2.1
-       py27-django1.6-drf{2.4.3,2.4.4,3.0.0}: django-oauth2-provider==0.2.4
-       pytest-django==2.6.1
+       drf3.1.0: djangorestframework==3.1.0
+       py27-django1.6-drf{2.4.3,2.4.4,3.0.0,3.1.0}: oauth2==1.5.211
+       py27-django1.6-drf{2.4.3,2.4.4,3.0.0,3.1.0}: django-oauth-plus==2.2.6
+       py27-django1.6-drf{2.4.3,2.4.4,3.0.0,3.1.0}: django-oauth2-provider==0.2.6.1
+       pytest-django==2.8.0
+       py27-django{1.6,1.7,1.8}-drf3.1.0: djangorestframework-oauth==1.0.1
 
 [testenv:py27-flake8]
 commands = ./runtests.py --lintonly