Can humans play Connect 4 perfectly?
Connect 4 has been solved and it is a first player win, provided that player plays first in the middle column.

That paper I linked above has some heavy-duty analysis of board positions and expert play. I suppose it would be possible to memorize them, but I couldn't say whether you'd reach the 80% goal.