diff --git a/README.rst b/README.rst
index 4471a7dc57171790a2fe81441af897429087e7c6..2c6f6e350dcee3312de0b6fb590eb3be8f1066b9 100644
--- a/README.rst
+++ b/README.rst
@@ -40,11 +40,11 @@ very complex. In such a complex environment cooperation is essential. Thus, agen
 
 .. image:: docs/gifs/complex.gif
   :align: center
-  :width: 300
+  :width: 600px
 
 .. image:: docs/gifs/many_agents.gif
   :align: center
-  :width: 300
+  :width: 600px
 
 
 Getting Started
@@ -174,4 +174,4 @@ Authors
 Acknowledgements
 ====================
 * Vaibhav Agrawal <theinfamouswayne@gmail.com>
-* Anurag Ghosh
+* Anurag Ghosh  
diff --git a/docs/flatland.rst b/docs/flatland.rst
index 81b763669739e7a14e55643f3f3fd48547c7ac67..fce09a2c0f1f2b442b39d6e51f160fce7981b757 100644
--- a/docs/flatland.rst
+++ b/docs/flatland.rst
@@ -21,14 +21,6 @@ flatland.cli module
     :undoc-members:
     :show-inheritance:
 
-flatland.flatland module
-------------------------
-
-.. automodule:: flatland.flatland
-    :members:
-    :undoc-members:
-    :show-inheritance:
-
 
 Module contents
 ---------------