Manta-LM approximates the HJB equation via flow matching in latent control space to realize closed-loop optimal control for language generation.
Categorical flow matching on statistical manifolds
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Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space
Manta-LM approximates the HJB equation via flow matching in latent control space to realize closed-loop optimal control for language generation.