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Update two-types-value-based-methods.mdx

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Thomas Simonini
2022-12-20 14:02:46 +01:00
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units/en/unit2/two-types-value-based-methods.mdx
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@@ -36,7 +36,7 @@ Consequently, whatever method you use to solve your problem, **you will have a
So the difference is:
- In policy-based, **the optimal policy (denoted π\*) is found by training the policy directly.**
- In value-based, **finding an optimal value function (denoted Q\* or V\*, we'll study the difference after) in our leads to having an optimal policy.**
- In value-based, **finding an optimal value function (denoted Q\* or V\*, we'll study the difference after) leads to having an optimal policy.**
<img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit3/link-value-policy.jpg" alt="Link between value and policy"/>