Author

C. Marcus

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Preprint Aug 2026

ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction

The proposed ARC (Advantage Regularization via Conditioning), a training recipe that restores fairer relative comparison through strategy-conditioned rollout grouping, together with hybrid rewards and entropy regularization, is proposed.

Yong-Qi Tong, Tan Li Hui Faith, C. Marcus et al. · 0 citations