Solving two simple optimization problems simultaneously

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I have two optimization problems to solve simultaneously.

The problems are

$$\max_{x}xF(a-x+y)$$ and $$\max_y yF(b-y+x)$$.

Here, $a$ and $b$ are scalars and $F$ is a cdf. Is there any technique or easy way that I can use to solve for a solution $(x,y)$?