From 92dc5ce8ebf47e72a08075028f7f3478b67c9724 Mon Sep 17 00:00:00 2001
From: simoninithomas <simonini_thomas@outlook.fr>
Date: Sat, 7 Jan 2023 10:46:46 +0100
Subject: [PATCH] Add illustrations

---
 units/en/unit5/snowball-target.mdx | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/units/en/unit5/snowball-target.mdx b/units/en/unit5/snowball-target.mdx
index c65511d..e1061a5 100644
--- a/units/en/unit5/snowball-target.mdx
+++ b/units/en/unit5/snowball-target.mdx
@@ -10,7 +10,10 @@ The goal in this environment is that Julien the bear **hit as many targets as po
 
 In addition, to avoid "snowball spamming" (aka shooting a snowball every timestep), **Julien the bear has a "cool off" system** (it needs to wait 0.5 seconds after a shoot to be able to shoot again).
 
-ADD GIF COOLOFF
+<figure>
+<img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit7/cooloffsystem.gif" alt="Cool Off System"/>
+<figcaption>The agent needs to wait 0.5s before being able to shoot a snowball again</figcaption>
+
 
 ## The reward function and the reward engineering problem