Author

Shaoqing Lin

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Preprint Aug 2026

STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment

This work proposes \methodname, a stability-guided active-set controller for controlled objective admission, a stability-guided active-set controller for controlled objective admission in reward-vector RLHF, which positions objective-entry timing as a concrete control variable in reward-vector RLHF.

Yong-Qi Tong, Z. Zhang, Ruirui Wang et al. · 0 citations