Recently (as of mid August 2015) YouTube has changed its UI so that it automatically sets the resolution to the window size (typically 360) and no longer gives the user the option to choose their resolution. Even if the user goes to full screen, it still stays at 360.
How can control the resolution of the video and watch at HD full screen?
I would prefer a solution that does not involve installing software or add-ins.