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MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
v1v2 (latest)

MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

18 June 2025
Zijian Zhou
Ao Qu
Zhaoxuan Wu
Sunghwan Kim
Alok Prakash
Daniela Rus
Jinhua Zhao
Bryan Kian Hsiang Low
Paul Liang
    LLMAGOffRLLRM
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents"

6 / 6 papers shown
Title
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
Kuan Li
Zhongwang Zhang
Huifeng Yin
Rui Ye
Yida Zhao
...
Zhen Zhang
Yong Jiang
Pengjun Xie
Fei Huang
Jingren Zhou
0
0
0
16 Sep 2025
A Scenario-Driven Cognitive Approach to Next-Generation AI Memory
A Scenario-Driven Cognitive Approach to Next-Generation AI Memory
Linyue Cai
Yuyang Cheng
Xiaoding Shao
Huiming Wang
Yong Zhao
Wei Zhang
Kang Li
0
0
0
16 Sep 2025
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
Xixi Wu
Kuan Li
Yida Zhao
Liwen Zhang
Litu Ou
...
Fei Huang
Minhao Cheng
Shuai Wang
Hong Cheng
Jingren Zhou
LLMAGRALM
0
0
0
16 Sep 2025
Uncovering Scaling Laws for Large Language Models via Inverse Problems
Uncovering Scaling Laws for Large Language Models via Inverse Problems
Arun Verma
Zhaoxuan Wu
Zijian Zhou
Xiaoqiang Lin
Zhiliang Chen
...
Zitong Zhao
Xinyi Xu
Apivich Hemachandra
See-Kiong Ng
Bryan Kian Hsiang Low
LRM
0
0
0
09 Sep 2025
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Wenjun Li
Z. Chen
Jingru Lin
Hannan Cao
Wei Han
...
Zhi Zhang
Kuicai Dong
Dexun Li
Chen Zhang
Yong Liu
OffRL
0
0
0
08 Sep 2025
Memp: Exploring Agent Procedural Memory
Memp: Exploring Agent Procedural Memory
Runnan Fang
Yuan Liang
Xiaobin Wang
Jialong Wu
Shuofei Qiao
Pengjun Xie
Fei Huang
Huajun Chen
Ningyu Zhang
KELM
56
1
0
08 Aug 2025
1