Yes, power supplies can gradually degrade with time.
You are more likely to observe this if the supply was close to borderline to begin with.
2.5A is normally recommended for a Pi3, but that allows for some USB peripherals - do you have anything connected?
Ideally measure the voltage with a voltmeter, or try with a different supply to confirm the problem.