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2 changes: 1 addition & 1 deletion units/en/unit4/advantages-disadvantages.mdx
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Expand Up @@ -4,7 +4,7 @@ At this point, you might ask, "but Deep Q-Learning is excellent! Why use policy-

## Advantages

There are multiple advantages over value-based methods. Let's see some of them:
There are multiple advantages over policy-based methods. Let's see some of them:

### The simplicity of integration

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