diff --git a/README.rst b/README.rst
index a105fc676137ca054271f9d66e8edbc4ba3242d6..d29f9142d0db8a726eb6196c3086afcae1b6a033 100644
--- a/README.rst
+++ b/README.rst
@@ -9,7 +9,7 @@ flatland
      :alt: Test Running
 .. image:: https://gitlab.aicrowd.com/flatland/flatland/badges/master/coverage.svg
      :target: https://gitlab.aicrowd.com/flatland/flatland/pipelines
-     :alt: Test Coverage     
+     :alt: Test Coverage
 
 
 
@@ -20,20 +20,27 @@ Generate Docs
      | The docs have a lot more details about how to interact with this codebase.   
      | **TODO**: Mohanty to add atleast a neat outline herefor the contents to the docs here.
 
-    .. code-block:: bash
-          Linux and macOS setup
-          git clone git@gitlab.aicrowd.com:flatland/flatland.git
-          cd flatland
-          pip install -r requirements_dev.txt
-          make docs
+     .. code-block:: bash
 
-          Windows Setup
           git clone git@gitlab.aicrowd.com:flatland/flatland.git
           cd flatland
           pip install -r requirements_dev.txt
-          python setup.py develop
-          python make_docs.py
-     
+
+     * Linux and macOS
+
+          .. code-block:: bash
+
+               make docs
+
+
+     * Windows
+
+          .. code-block:: bash
+
+               python setup.py develop (or)
+               python setup.py install
+               python make_docs.py
+
 
 Features
 --------
@@ -45,4 +52,5 @@ Authors
 * Sharada Mohanty <mohanty@aicrowd.com>
 * Giacomo Spigler <giacomo.spigler@gmail.com>
 * Mattias Ljungström <ml@mljx.io>
-<please fill yourself in>
\ No newline at end of file
+
+<please fill yourself in>