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 # Introduction [[introduction]]
 
-TODO: ADD THUMBNAIL
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+<img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit8/thumbnail.png"  alt="Thumbnail"/>
 
 In unit 4, we learned about our first Policy-Based algorithm called **Reinforce**.