You've probably come across the word incorrigible, which means a person is unable to be changed, corrected or reformed. It makes perfect sense that corrigible means the opposite of this, but until I spotted it in the dictionary a few moments ago, I hadn't realised corrigible was an actual word.
I've changed since this photo was taken, so I must be corrigible – or at least, I was once!