There's a tip going around that to increase your chances of winning you should keep all the bigger doubled tiles at the bottom, use only the top 2 rows for doubling up, and NEVER use the up arrow (although I think the point is that you should let either top, bottom, left or right do the big number storage and the opposite for your manouevring).