Go already required memorizing 'joseki' or standard patterns that crop up again and again (particularly in the opening). The usual mantra is 'don't learn joseki, learn _from_ joseki'. But the truth is - like openings in chess - if you don't know them and you play someone who does, you're often at a disadvantage.