MacBook pro not starting up without being plugged in

I've got a MacBook pro Retina. This started happening a few days ago.

When I start it up, nothing happens. Then I plug in my charger and hit the power button, and this time it starts up successfully. Once it starts up, it no longer needs to be plugged in and can run on regular battery life.

Anyone know what could be causing that problem?