diff --git a/README.md b/README.md
index 263a41e..b92892f 100644
--- a/README.md
+++ b/README.md
@@ -3,9 +3,9 @@ An example of creating an AI in .Net using ([Unity ML-Agents][unityMlAgents]) an
 The Pinball agent is rewarded by the score going up, and all actions and frames that lead to a higher score are remembered. Initially the actions will be random (using a curiosity model) but over time the agent will choose actions that lead to the highest reward (score).
 
 ## Prerequisites
-- Download and install <a href="https://www.groovypost.com/howto/windows-7-3d-pinball-space-cadet-game/" target="_blank" rel="noopener" title="3D Pinball">3D Pinball</a>
 - Download, install and configure [Unity][unity]
 - Setup a [Python 3.6 Virtual Environment](docs/using-virtual-environments.md)
+- Download and install ['3D Pinball'][3DPinball]
 
 ## Training the PinballAgents
 - Setup a [training session](docs/training-ML-agents.md)
@@ -57,3 +57,4 @@ Initial concept and code developed by [Elliot Wood][elliotGithub]
 [elliotGithub]: https://github.com/ElliotWood "Elliot's GitHub"
 [unityMlAgents]: https://github.com/Unity-Technologies/ml-agents "Unity ML Agents GitHub repo"
 [unity]: ./docs/unity-setup.md "Unity Setup Instructions"
+[3DPinball]: https://www.groovypost.com/howto/windows-7-3d-pinball-space-cadet-game/ "3D Pinball"