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Yuan Liang · Jiaxian Li · Yuqing Wang · WANG PIAOHONG · Motong Tian · Pai Liu · Shuofei Qiao · Runnan Fang · He Zhu · Ge Zhang · Minghao Liu · Yuchen Jiang · Ningyu Zhang · Wangchunshu Zhou
Runnan Fang · Yuan Liang · Xiaobin Wang · Jialong Wu · Shuofei Qiao · Pengjun Xie · Fei Huang · Huajun Chen · Ningyu Zhang
Large Language Models (LLMs) based agents excel at diverse tasks, yet they suffer from brittle procedural memory that is manually engineered or entangled in static parameters. In this work, we investigate strategies to endow agents with a learnable, updatable, and lifelong procedural memory. We p...