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
+