diff --git a/torch_training/Getting_Started_Training.md b/torch_training/Getting_Started_Training.md
index 2a70caacfaedfdbceec89941126b9064d2b2ff3f..91a34a6883828c4fe6607cf3d67564c8c8fa1004 100644
--- a/torch_training/Getting_Started_Training.md
+++ b/torch_training/Getting_Started_Training.md
@@ -210,5 +210,7 @@ for trials in range(1, n_trials + 1):
 ```
 
 Running the `navigation_training.py` file trains a simple agent to navigate to any random target within the railway network. After running you should see a learning curve similiar to this one:
-
+![Learning_curve](https://i.imgur.com/yVGXpUy.png)
+and the agent behavior should look like this:
+![Single_Agent_Navigation](https://i.imgur.com/t5ULr4L.gif)