Preprint Open access
Learning the Loop, Not Just the Page: Execution-Grounded Loop Learning for Web Generation
Functional Web generation is increasingly optimized with executable rewards, yet existing methods largely focus on the quality of the final page and leave the process of diagnosing and repairing imperfect implementations underexplored. We identify a central challenge in this setting: the Generator and Refiner produce e …