Both is correct. The first assumes the learner is a male and the second both genders. It can be awkward to be writing "his or her", so you can try, if possible, to rewrite it to: The learners' task then is to perform their own interpretation.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.