Answer: B) Me gusta estudiar.
This phrase translates to "I like to study". The "me gusta" part is "I like" while "estudiar" is the infinitive "to study".
Te gusta would be used if you wanted to say "you like to study", which means we can rule out choice A. Choices C and D can be ruled out because they involve "no" to indicate some kind of dislike.