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Kate Feingold

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#artificial intelligence Preprint Sep 2026

Reinforcement Learning from Intermediate Renders for Image-to-Code Generation

IR4RL is introduced, an RL framework with a token-level render-progress reward that turns changes between intermediate renders into localized feedback for the generated sequence, showing that intermediate rendering provides a simple and effective source of process supervision for RL post-training of image-to-code model...

Omri Kaduri, Kate Feingold, Phillip Isola et al. · 0 citations

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