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adityam committed Jul 22, 2024
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4 changes: 2 additions & 2 deletions approx-mdps/model-approximation.qmd
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Expand Up @@ -294,8 +294,8 @@ where the second inequality follows from @prp-value-error.

:::{.callout-warning}
### Remark:
Note that the bound of @thm-model-error-V-star is tighter by a factor of $1/(1-γ)$ but that bound is in terms of $\hat V^*$. In some settings,
a bound in terms of $V^*$ is more desirable. Using @thm-model-error-hat-V-star in such settings leads to scaling by $1/(1-γ)$.
Note that the bound of @thm-model-error-hat-V-star is tighter by a factor of $1/(1-γ)$ but that bound is in terms of $\hat V^*$. In some settings,
a bound in terms of $V^*$ is more desirable. Using @thm-model-error-V-star in such settings leads to scaling by $1/(1-γ)$.
:::

::: {.callout-important #bound-comparison}
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