Nope. It would do nothing to fix it.

If your full stack of depleted units gets attacked, then you will have to fight with those. Your reinforcements cannot enter the battle if you have control over them. But if you let the AI control the reinforcements, then they can enter the battle. That is because of the 20 units max rule for human players.

This can be quite tricky if the reinforcements are almost a full stack.