Gray Jedi are those who, though having completed the teachings of the Jedi, operate independently and outside of the Jedi Council. They are typically seen as misguided, though they have not necessarily succumbed to the dark side.
Qui-Gon Jinn was a Jedi Master who often refused to follow the Jedi Council, going his own way, leading him to be labelled by some as "Gray".