Title
Moving From Monolithic To Microservices Architecture for Multi-Agent Systems Muskaan Goyal Pranav Bhasin 26 0 0 05 May 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems Shaokun Zhang Ming Yin Jieyu Zhang Jing Liu Zhiguang Han ... Beibin Li Chi Wang Hongru Wang Yuxiao Chen Qingyun Wu 103 6 0 30 Apr 2025
RepliBench: Evaluating the Autonomous Replication Capabilities of Language Model Agents Sid Black Asa Cooper Stickland Jake Pencharz Oliver Sourbut Michael Schmatz Jay Bailey Ollie Matthews Ben Millwood Alex Remedios Alan Cooney ELM 367 0 0 21 Apr 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 177 18 0 17 Mar 2025
Multi-Agent Geospatial Copilots for Remote Sensing Workflows Chaehong Lee Varatheepan Paramanayakam Andreas Karatzas Yanan Jian Michael Fore Heming Liao Fuxun Yu Ruopu Li Iraklis Anagnostopoulos Dimitrios Stamoulis 60 3 0 28 Jan 2025
Agentless: Demystifying LLM-based Software Engineering Agents Chunqiu Steven Xia Yinlin Deng Soren Dunn Lingming Zhang LLMAG 56 99 0 01 Jul 2024
Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack M. Russinovich Ahmed Salem Ronen Eldan 83 86 0 02 Apr 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 97 290 0 21 Jan 2024
Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects Yuheng Cheng Ceyao Zhang Zhengwen Zhang Xiangrui Meng Sirui Hong ... Zihao Wang Zekai Wang Feng Yin Junhua Zhao Xiuqiang He LM&MA LLMAG LM&Ro AI4CE 51 75 0 07 Jan 2024
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 79 907 0 14 Sep 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 90 420 0 25 Jul 2023
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents Yashar Talebirad Amirhossein Nadiri LLMAG 90 209 0 05 Jun 2023
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models Victor C. Dibia Adam Fourney Gagan Bansal Forough Poursabzi-Sangdeh Han Liu Saleema Amershi ALM OffRL 72 12 0 29 Oct 2022
A Generalist Agent Scott E. Reed Konrad Zolna Emilio Parisotto Sergio Gomez Colmenarejo Alexander Novikov ... Yutian Chen R. Hadsell Oriol Vinyals Mahyar Bordbar Nando de Freitas LM&Ro LLMAG AI4CE 182 801 0 12 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 616 9,009 0 28 Jan 2022