From 162110aba93891d4753f834e4801db5b45ad3c9e Mon Sep 17 00:00:00 2001
From: Lutz von der Burchard <61054407+lutzvdb@users.noreply.github.com>
Date: Thu, 28 Dec 2023 11:00:33 +0100
Subject: [PATCH] Added clarification to the meaning of the rows of the Q-table

---
 units/en/unit2/q-learning.mdx | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/units/en/unit2/q-learning.mdx b/units/en/unit2/q-learning.mdx
index 5f46722..1ff8456 100644
--- a/units/en/unit2/q-learning.mdx
+++ b/units/en/unit2/q-learning.mdx
@@ -27,7 +27,8 @@ Let's go through an example of a maze.
 
 <img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit3/Maze-1.jpg" alt="Maze example"/>
 
-The Q-table is initialized. That's why all values are = 0. This table **contains, for each state and action, the corresponding state-action values.**
+The Q-table is initialized. That's why all values are = 0. This table **contains, for each state and action, the corresponding state-action values.** 
+For this simple example, the state is only defined by the position of the mouse. Therefore, we have 2*3 rows in our Q-table, one row for each possible position of the mouse. In more complex scenarios, the state could contain more information than the position of the actor.
 
 <img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit3/Maze-2.jpg" alt="Maze example"/>