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# Introduction [[introduction]]
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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"/>
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In unit 4, we learned about our first Policy-Based algorithm called **Reinforce**.
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