Ctrl is Control (a keyboard command made by using that key in conjunction with another key i.e. Ctrl-C = copy.
Alt means alternative, as an example on older DOS based programs such as the original MS Word you could use Alt and F to open the file menu.
Alt GR means Alternative Group and I think (although not totally sure) that this was used by people using a foreign language with a QWERTY keyboard like German for instance.