🔥 On-Policy Self-Distillation in Diffusion Models
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TTPO: Test-Time Policy Optimization
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On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators
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A curated paper list on On-Policy Distillation (OPD) & On-Policy Self-Distillation (OPSD) for LLMs — student rollouts + teacher feedback, covering white-box/black-box methods, OPD-RL hybrids, agentic & multimodal applications, and industrial multi-teacher recipes.
Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.