Scarlett Johansson is looking to rekindle an old romance ... not Ryan Reynolds -- looks like she's moving back to L.A.
Real estate sources tell TMZ ... "The Avengers" actress scoped out a Spanish-style home last weekend in Los Feliz ... the same area where she and Reynolds lived.