The Romans were actually quite smart after Cannae; they had lost a bunch of pitched battles, so they decided to shadow Hannibal's army to make his foraging logistics much more complicated (and forcing him to stay close to Southern Italy where he could easily resupply). The logistics of attacking Rome were therefore challenging at best, and the Romans used this as a delaying tactic to score wins on other fronts (since they enjoyed an overall manpower advantage).