most citedRestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior

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cs.AI2026

PROGRESS: Coverage-guided RL to Train Search-augmented LLM Agent

Sudipta Paul, Vijay Srinivasan, Vivek Kulkarni +4

Existing search-augmented LLM agents are trained using Reinforcement Learning to boost its reasoning capabilities. However, these approaches primarily rely on outcome-level rewards…