SGPO

Researchers propose Stage-Guided Per-Step Optimization (SGPO) for diffusion models, which assigns stage-specific objectives during denoising to address reward sparsity and temporal objective mismatch …

Researchers propose Strategy-Guided Policy Optimization (SGPO), a method that replaces trajectory-level imitation with reusable strategy distillation to improve LLM reasoning. SGPO extracts structured…