The total derivative contributes only the boundary term
This is fixed by the endpoint data, so its first variation vanishes. It cannot change the Euler-Lagrange equations or which path minimizes .
For a direct check, let . Then
The equality uses commuting mixed partial derivatives. Thus , as in total time derivatives preserve fixed-endpoint Euler-Lagrange equations.

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