diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index acdbe69a3ab02bde5338374ff4b88834e96ff5b4..96ba116fa91aa08b20b013e37c28a7d8ac73d880 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,6 +13,7 @@ test:
 pages:
   stage: deploy
   script:
+  - pip install --upgrade pip
   - pip install -r requirements.txt
   - sphinx-build -b html . public
   - cp -r Page/* public/
diff --git a/Docs/Policy.rst b/Docs/Policy.rst
index e9154d32a81b18d1d3d4b052bf44580964229e7a..a2a3031555714d4eda69584a7e6ac4d8bf15d470 100644
--- a/Docs/Policy.rst
+++ b/Docs/Policy.rst
@@ -64,6 +64,8 @@ DeepRL Policies
 
 .. automodule:: policy.TRACERPolicy
 
+.. automodule:: policy.FeudalGainPolicy
+
 FeudalRL Policies
 *********************
 
@@ -74,4 +76,4 @@ domains.
 For more information, please look at the paper `Feudal Reinforcement Learning for Dialogue Management in Large Domains <https://arxiv.org/pdf/1803.03232.pdf>`_.
  
  
- 
\ No newline at end of file
+