I mean, maybe. If the robber is using a replica firearm, the innocent may have successfully deescalated the situation.

The question in this thread is more along the lines of "if the robber shouts 'fighting back is a red line!', should we avoid fighting back?"

Whether or not the innocent should avoid fighting back and whether or not fighting back would result in an escalation are two separate questions