作者位次 #2/5ICLR 2026Poster· General Machine Learning / Representation Learning
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
Zijing Zhang · Ziyang Chen · Mingxiao Li · Zhaopeng Tu · Xiaolong Li
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Zijing Zhang · Ziyang Chen · Mingxiao Li · Zhaopeng Tu · Xiaolong Li
Zhengliang Shi · Ruotian Ma · Jen-Tse Huang · Xinbei Ma · Xingyu Chen · Mengru Wang · Qu Yang · Yue Wang · Fanghua Ye · Ziyang Chen · Shanyi Wang · CIXING LI · Wenxuan Wang · Zhaopeng Tu · Xiaolong Li · Zhaochun Ren · Liefeng Bo
Large language models (LLMs) are increasingly entrusted with high-stakes decisions that affect human welfare. However, the principles and values that guide these models when distributing scarce societal resources remain largely unexamined. To address this, we introduce the Social Welfare Function...