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All SourcesarXiv
#Incremental Reward

Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO

Intermediate
Yunze Tong, Mushui Liu et al.Feb 6arXiv

Text-to-image models using GRPO used to give the same final reward to every step, which is like giving the whole team the same grade no matter who did what.

#TurningPoint-GRPO#GRPO#Flow Matching