Learning from Hard Prompts: Difficulty-aware Advantage Amplification in Dynamic Sampling

Siyuan Gan, Yuhan Li, Xiran Wang +6

Decoupled Clip and Dynamic Sampling Policy Optimization (DAPO) is a prominent variant of Group Relative Policy Optimization (GRPO). DAPO introduces several improvements over GRPO.…