It's maybe not what most people would recommend, but I'd suggest you read up on regret minimization and best arm indentification for multi-armed bandit problems

It's maybe not what most people would recommend, but I'd suggest you read up on regret minimization and best arm indentification for multi-armed bandit problems. That way it'll probably be useful and fun! =)