Yeah my guess is maybe they have cabin fever and the winter blues and need more activity! Try taking them for a walk or even just outside for 10 mins a few times a day. Tire them out or give them something new to hold their attention, they may be bored and restless at this point.
I see my boys are getting a bit snippy with each other also. Good Luck!!