Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

4 June 2023

Papers citing "Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions"

47 / 47 papers shown

Title
Your Agent Can Defend Itself against Backdoor Attacks Li Changjiang Liang Jiacheng Cao Bochuan Chen Jinghui Wang Ting AAML LLMAG 55 0 0 10 Jun 2025
Design Patterns for Securing LLM Agents against Prompt Injections Luca Beurer-Kellner Beat Buesser Ana-Maria Creţu Edoardo Debenedetti Daniel Dobos Daniel Fabian ... Daniel Naeff Ezinwanne Ozoani Andrew Paverd F. Tramèr Václav Volhejn LLMAG SILM AAML 49 0 0 10 Jun 2025
Repeton: Structured Bug Repair with ReAct-Guided Patch-and-Test Cycles Nguyen Phu Vinh Anh Chung Hoang Chris Ngo Truong-Son Hy KELM 13 0 0 09 Jun 2025
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents Subhrangshu Nandi Arghya Datta Nikhil Vichare Indranil Bhattacharya Huzefa Raja ... Aaron Chan Man Ho Woo Amar Kandola Brandon Theresa Francesco Carbone LLMAG 25 0 0 09 Jun 2025
Sword and Shield: Uses and Strategies of LLMs in Navigating Disinformation Gionnieve Lim Bryan Chen Zhengyu Tan Kellie Yu Hui Sim Weiyan Shi Ming Hui Chew Ming Shan Hee Roy Ka-wei Lee S. Perrault K. T. W. Choo 22 0 0 08 Jun 2025
XBOUND: Exploring the Capability Boundaries of Device-Control Agents through Trajectory Tree Exploration Shaoqing Zhang Kehai Chen Zhuosheng Zhang Rumei Li Rongxiang Weng Yang Xiang Liqiang Nie Min Zhang 58 0 0 27 May 2025
ChemHAS: Hierarchical Agent Stacking for Enhancing Chemistry Tools Zhucong Li Bowei Zhang Jin Xiao Zhijian Zhou Fenglei Cao Jiaqing Liang Yuan Qi 52 0 0 27 May 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation X. Xu Xinli Xu Sirui Chen Haoyu Chen Fan Zhang Ying-Cong Chen DiffM MLLM 48 0 0 27 May 2025
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee 117 1 0 26 May 2025
Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution Jiawei Du Jinlong Wu Yuzheng Chen Yucheng Hu Bing Li Joey Tianyi Zhou 253 0 0 23 May 2025
BEDI: A Comprehensive Benchmark for Evaluating Embodied Agents on UAVs Mingning Guo Mengwei Wu Jiarun He Shaoxian Li Haifeng Li Chao Tao 82 1 0 23 May 2025
TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments Yuheng Lu Qian Yu Hongru Wang Zeming Liu Wei Su Yanping Liu Yuhang Guo Maocheng Liang Yunhong Wang Haifeng Wang LLMAG 176 0 0 23 May 2025
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization Yuante Li Xu Yang Xiao Yang Minrui Xu Xisen Wang Weiqing Liu Jiang Bian AIFin 261 0 0 21 May 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee AI4TS 175 6 0 15 May 2025
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 96 1 0 06 May 2025
Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents Chong Chen Zhiping Zhang Ibrahim Khalilov Bingcan Guo Simret Araya Gebreegziabher Yanfang Ye Ziang Xiao Yaxing Yao Tianshi Li T. Li LLMAG ELM 176 2 0 24 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 172 4 0 31 Mar 2025
sudo rm -rf agentic_security Sejin Lee Jian Kim Haon Park Ashkan Yousefpour Sangyoon Yu Min Song AAML 540 1 0 26 Mar 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 137 1 0 12 Mar 2025
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users Wenjia Jiang Yangyang Zhuang Chenxi Song Xu Yang Chi Zhang Chi Zhang LLMAG 211 6 0 04 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LLMAG LRM 132 1 0 04 Mar 2025
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang Kun Shao OffRL 126 29 0 24 Feb 2025
HedgeAgents: A Balanced-aware Multi-agent Financial Trading System Xiangyu Li Yawen Zeng Xiaofen Xing Jin Xu Xiangmin Xu AIFin 197 3 0 17 Feb 2025
RTBAgent: A LLM-based Agent System for Real-Time Bidding Leng Cai Junxuan He Yongqian Li Junjie Liang Yuanping Lin Ziming Quan Yawen Zeng Jin Xu OffRL 216 2 0 02 Feb 2025
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 199 18 0 06 Dec 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 398 112 0 25 Nov 2024
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 218 22 0 20 Nov 2024
StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration Panwen Hu Jin Jiang Jianqi Chen Mingfei Han Shengcai Liao Xiaojun Chang Xiaodan Liang VGen DiffM 132 6 0 07 Nov 2024
Assistive AI for Augmenting Human Decision-making Natabara Máté Gyöngyössy Bernát Török Csilla Farkas Laura Lucaj Attila Menyhárd Krisztina Menyhárd-Balázs András Simonyi Patrick van der Smagt Zsolt Ződi András Lőrincz 70 0 0 18 Oct 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 158 4 0 01 Sep 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 127 18 0 12 Jul 2024
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing Zhenyu Wang Aoxue Li Zhenguo Li Xihui Liu MLLM DiffM 132 40 0 08 Jul 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang D. Yin Sumi Helal 146 36 0 28 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang Yujin Baek Taehee Kim Jaegul Choo 97 2 0 18 Jun 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 162 14 0 29 May 2024
Large language models for crowd decision making based on prompt design strategies using ChatGPT: models, analysis and challenges Cristina Zuheros David Herrera-Poyatos Rosana Montes-Soldado Francisco Herrera 137 1 0 22 Mar 2024
Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring Yufei Zhan Yousong Zhu Hongyin Zhao Fan Yang Ming Tang Jinqiao Wang ObjD 103 14 0 14 Mar 2024
Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning Yao-Hung Tsai Walter Talbott Jian Zhang LLMAG 69 5 0 01 Feb 2024
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Junyang Wang Haiyang Xu Jiabo Ye Mingshi Yan Weizhou Shen Ji Zhang Fei Huang Jitao Sang 147 129 0 29 Jan 2024
MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning Chenyu Wang Weixin Luo Qianyu Chen Haonan Mai Jindi Guo Sixun Dong Xiaohua Xuan MLLM LLMAG 155 20 0 19 Jan 2024
AutoTask: Executing Arbitrary Voice Commands by Exploring and Learning from Mobile GUI Lihang Pan Bowen Wang Chun Yu Yuxuan Chen Xiangyu Zhang Yuanchun Shi 84 3 0 26 Dec 2023
Griffon: Spelling out All Object Locations at Any Granularity with Large Language Models Yufei Zhan Yousong Zhu Zhiyang Chen Fan Yang E. Goles Jinqiao Wang ObjD 114 17 0 24 Nov 2023
Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale Qichao Wang Tian Bian Yian Yin Tingyang Xu Hong Cheng Helen M. Meng Zibin Zheng Liang Chen Bingzhe Wu VLM DiffM 62 3 0 18 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 83 1 0 17 Oct 2023
GameGPT: Multi-agent Collaborative Framework for Game Development Dake Chen Hanbin Wang Yunhao Huo Yuzhao Li Haoyang Zhang LLMAG 94 19 0 12 Oct 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 122 5 0 26 Jul 2023
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision Jiani Huang Ziyang Li Mayur Naik Ser-Nam Lim 175 5 0 15 Apr 2023