"Things we learned". When you say "learnt", it's when used as an adjective (a describing word).
For instance "My knowledge of grammar is learnt". When you're using it as a verb (a doing word), it's "learned" i.e. "Today, I learned something".
Today you learned about "learned", hopefully that's your lesson "learnt".