If Robin Wright and Ben Foster are broken up ... somebody outta tell their hands -- 'cause the couple walked through LAX Saturday hand-in-hand like a couple of love birds.
They reportedly split back in November ... but it looks like they've patched up the problem.
No word whether the engagement's back on -- they're both pretty private -- but things look good.
Valentine's Day ... Season 3!