Title
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 31 0 0 06 May 2025
PIPA: A Unified Evaluation Protocol for Diagnosing Interactive Planning Agents Takyoung Kim Janvijay Singh Shuhaib Mehri Emre Can Acikgoz Sagnik Mukherjee Nimet Beyza Bozdag Sumuk Shashidhar Gökhan Tür Dilek Hakkani-Tür LLMAG 22 0 0 02 May 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Z. Wang K. Wang Q. Wang Pingyue Zhang Linjie Li ... Jiajun Wu L. Fei-Fei Lijuan Wang Yejin Choi Manling Li 73 1 0 24 Apr 2025
TraveLLaMA: Facilitating Multi-modal Large Language Models to Understand Urban Scenes and Provide Travel Assistance Meng Chu Yukang Chen Haokun Gui Shaozuo Yu Yi Wang Jiaya Jia 30 0 0 23 Apr 2025
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI Eser Kandogan Nikita Bhutani Dan Zhang Rafael Li Chen Sairam Gurajada Estevam R. Hruschka AIFin 31 0 0 10 Apr 2025
Prompt Optimization with Logged Bandit Data Haruka Kiyohara Daniel Yiming Cao Yuta Saito Thorsten Joachims 61 0 0 03 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 58 0 0 03 Apr 2025
SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science Wonduk Seo Juhyeon Lee Yi Bu 46 0 0 30 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 44 0 0 27 Mar 2025
OmniNova:A General Multimodal Agent Framework Pengfei Du LLMAG 47 0 0 25 Mar 2025
Generative AI in Knowledge Work: Design Implications for Data Navigation and Decision-Making Bhada Yun Dana Feng Ace S. Chen Afshin Nikzad Niloufar Salehi 45 1 0 24 Mar 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents Boyu Chen Zhengrong Yue Siran Chen Z. Wang Yang Liu Peng Li Y. Wang VLM 67 0 0 13 Mar 2025
AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management Junyuan Mao Fanci Meng Yifan Duan Miao Yu X. Jia Junfeng Fang Yuxuan Liang K. Wang Qingsong Wen LLMAG AAML 37 1 0 06 Mar 2025
MA-LoT: Multi-Agent Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving Ruida Wang Rui Pan Yuxin Li Jipeng Zhang Yizhen Jia Shizhe Diao Renjie Pi Junjie Hu Tong Zhang LRM LLMAG 73 5 0 05 Mar 2025
AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng Zhiyuan Huang Zhenghai Xue Xinrun Wang Bo An Shuicheng Yan 71 14 0 17 Feb 2025
Generative AI for Cel-Animation: A Survey Yunlong Tang Junjia Guo Pinxin Liu Zhiyuan Wang Hang Hua ... Jing Bi Mingqian Feng X. Li Zeliang Zhang Chenliang Xu VGen 86 7 0 08 Jan 2025
GraphAgent: Agentic Graph Language Assistant Yuhao Yang J. Tang Lianghao Xia Xingchen Zou Yuxuan Liang Chao Huang LM&Ro 84 1 0 22 Dec 2024
The BrowserGym Ecosystem for Web Agent Research Thibault Le Sellier De Chezelles Maxime Gasse Alexandre Lacoste Alexandre Drouin Massimo Caccia ... Siva Reddy Quentin Cappart Graham Neubig Ruslan Salakhutdinov Nicolas Chapados LLMAG 96 9 0 06 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 77 11 0 04 Dec 2024
OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning Xiaoqiang Wang Bang Liu LLMAG LM&Ro LRM 31 6 0 24 Oct 2024
DataTales: A Benchmark for Real-World Intelligent Data Narration Yajing Yang Qian Liu Min-Yen Kan 13 0 0 23 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL Mohammadreza Pourreza Hailong Li Ruoxi Sun Yeounoh Chung Shayan Talaei Gaurav Tarlok Kakkar Yu Gan Amin Saberi Fatma Ozcan Sercan Ö. Arik LRM 24 0 0 02 Oct 2024
xLAM: A Family of Large Action Models to Empower AI Agent Systems Jianguo Zhang Tian Lan Ming Zhu Zuxin Liu Thai Hoang ... Juan Carlos Niebles Shelby Heinecke Huan Wang Silvio Savarese Caiming Xiong ALM 25 2 0 05 Sep 2024
Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios Zhongyuan Wang Richong Zhang Zhijie Nie Jaein Kim 27 1 0 30 Aug 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 14 3 0 18 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 58 14 0 01 Aug 2024
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation Gaurav Sahu Abhay Puri Juan A. Rodriguez Alexandre Drouin Perouz Taslakian ... Christopher Pal Nicolas Chapados I. Laradji Sai Rajeswar Mudumba Issam Hadj Laradji ELM 37 4 0 08 Jul 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 38 3 0 28 Jun 2024
Aligning Teacher with Student Preferences for Tailored Training Data Generation Yantao Liu Zhao Zhang Zijun Yao S. Cao Lei Hou Juanzi Li 37 1 0 27 Jun 2024
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL Arian Askari Christian Poelitz Xinye Tang LLMAG LRM 21 11 0 18 Jun 2024
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement Weimin Xiong Yifan Song Xiutian Zhao Wenhao Wu Xun Wang Ke Wang Cheng Li Wei Peng Sujian Li 37 25 0 17 Jun 2024
VideoGUI: A Benchmark for GUI Automation from Instructional Videos Kevin Qinghong Lin Linjie Li Difei Gao Qinchen Wu Mingyi Yan Zhengyuan Yang Lijuan Wang Mike Zheng Shou 39 10 0 14 Jun 2024
VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft Yubo Dong Xukun Zhu Zhengzhe Pan Linchao Zhu Yi Yang 30 11 0 09 Jun 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 20 10 0 16 May 2024
ChatShop: Interactive Information Seeking with Language Agents Sanxing Chen Sam Wiseman Bhuwan Dhingra KELM 16 7 0 15 Apr 2024
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models Yingchaojie Feng Zhizhang Chen Zhining Kang Sijia Wang Minfeng Zhu Wei Zhang Wei Chen 29 3 0 12 Apr 2024
Generating consistent PDDL domains with Large Language Models Pavel Smirnov Frank Joublin Antonello Ceravola Michael Gienger 35 7 0 11 Apr 2024
AI2Apps: A Visual IDE for Building LLM-based AI Agent Applications Xin Pang Zhucong Li Jiaxiang Chen Yuan-Chia Cheng Yinghui Xu Yuan Qi LLMAG 21 4 0 07 Apr 2024
InsightLens: Discovering and Exploring Insights from Conversational Contexts in Large-Language-Model-Powered Data Analysis Luoxuan Weng Xingbo Wang Junyu Lu Yingchaojie Feng Yihan Liu Wei Chen 39 5 0 02 Apr 2024
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents Jinyang Li Nan Huo Yan Gao Jiayi Shi Yingxiu Zhao Ge Qu Yurong Wu Chenhao Ma Jian-Guang Lou Reynold Cheng LLMAG 21 3 0 08 Mar 2024
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error Boshi Wang Hao Fang Jason Eisner Benjamin Van Durme Yu-Chuan Su CLL 21 7 0 07 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu H. Chen LLMAG LM&Ro 62 25 0 05 Mar 2024
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval He Zhu Wenjia Zhang Nuoxian Huang Boyang Li Luyao Niu ... Yicheng Tao Junyou Su Zhaoya Gong Chenyu Fang Xing Liu LLMAG 26 7 0 29 Feb 2024
Language Agents as Optimizable Graphs Mingchen Zhuge Wenyi Wang Louis Kirsch Francesco Faccio Dmitrii Khizbullin Jürgen Schmidhuber LLMAG 19 19 0 26 Feb 2024
Empowering Large Language Model Agents through Action Learning Haiteng Zhao Chang Ma Guoyin Wang Jing Su Lingpeng Kong Jingjing Xu Zhi-Hong Deng Hongxia Yang LM&Ro LLMAG 32 9 0 24 Feb 2024
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning Jianguo Zhang Tian Lan Rithesh Murthy Zhiwei Liu Weiran Yao ... Juan Carlos Niebles Silvio Savarese Shelby Heinecke Huan Wang Caiming Xiong LLMAG 41 34 0 23 Feb 2024
Large Multimodal Agents: A Survey Junlin Xie Zhihong Chen Ruifei Zhang Xiang Wan Guanbin Li LM&Ro LLMAG 37 4 0 23 Feb 2024
On the Multi-turn Instruction Following for Conversational Web Agents Yang Deng Xuan Zhang Wenxuan Zhang Yifei Yuan See-Kiong Ng Tat-Seng Chua LLMAG LM&Ro 18 21 0 23 Feb 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models Xueliang Zhao Xinting Huang Tingchen Fu Qintong Li Shansan Gong Lemao Liu Wei Bi Lingpeng Kong LRM 31 1 0 21 Feb 2024
AgentScope: A Flexible yet Robust Multi-Agent Platform Dawei Gao Zitao Li Xuchen Pan Weirui Kuang Zhijian Ma ... Chen Cheng Hongzhu Shi Yaliang Li Bolin Ding Jingren Zhou LLMAG 16 25 0 21 Feb 2024