Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

作者：Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Jinhe Bi, Kristian Kersting, Jeff Z. Pan, Hinrich Schütze, Volker Tresp, Yunpu Ma · 单位：Ludwig Maximilian University of Munich, 2Munich Center for Machine Learning, Technical University of Munich, 4University of Cambridge, 5University of Hong Kong, Technical University of Darmstadt, 7University of Edinburgh · 来源：arXiv · 发布日期：2025/08