一作NeurIPS 2026Poster
Consolidating Reasoning with Test-Time Learning
Haotian Wu · Zeming Chen · Hao Zhao · Antoine Bosselut
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Haotian Wu · Zeming Chen · Hao Zhao · Antoine Bosselut
Bo Xu · Haotian Wu · Hehai Lin · Weiquan Huang · Beier Zhu · Yao Shu · Chengwei Qin
Hehai Lin · Shilei Cao · Sudong Wang · Haotian Wu · Minzhi Li · Linyi Yang · Juepeng Zheng · Chengwei Qin
Existing multi-agent learning approaches explicitly foster collaboration among Large Language Models (LLMs) to build stronger multi-agent systems (MAS), yet they still rely on re-executing the MAS during inference. This contrasts with human cognition, wherein individuals can internalize insights...