Dual-Channel Robust Group-Relative Policy Optimization via Advantage and Sequence-Weight Estimation.
arXiv:2609.36944v1 Announce Type: new Abstract: Group-relative policy optimization relies on reward-derived advantages and sequence-level likelihood weights, both of which can be sensitive to localized outliers. Extreme rewards can collapse the contrast among
arXiv cs.AIResearch source·