diff --git a/sketchnotes/ml-reinforcement.png b/sketchnotes/ml-reinforcement.png
index f6195789b..0c27060be 100644
Binary files a/sketchnotes/ml-reinforcement.png and b/sketchnotes/ml-reinforcement.png differ