Title
MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents Zhenru Zhang Quanyu Dai Xu Chen Rui Li Zhiyu Li Zhenhua Dong LLMAG 44 0 0 04 May 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Lei Shen Xiaoyu Shen 61 0 0 25 Apr 2025
Exploring Expert Failures Improves LLM Agent Tuning Li-Cheng Lan Andrew Bai Minhao Cheng Ruochen Wang Cho-Jui Hsieh LRM 213 0 0 17 Apr 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 110 17 0 17 Feb 2025
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 30 0 05 Aug 2024
BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration Noel Crawford Edward B. Duffy Iman Evazzade Torsten Foehr Gregory Robbins D. K. Saha Jiya Varma Marcin Ziolkowski LLMAG 52 3 0 28 Jun 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 244 1,764 0 07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik R. Narasimhan Yuan Cao LLMAG ReLM LRM 273 2,549 0 06 Oct 2022