Why is it 'I' and not 'i'?

The word 'I', meaning 'oneself', is always spelled as the capital letter 'I', never 'i'. Yet the words 'you', 'we', 'he', 'him', 'she', 'her', 'us' and 'they' are only capitalised if they start a sentence. Why is that?