AI Agent

Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making

Jacob Kleiman, Kevin Frank, Joseph Voyles, Sindy Campagna

机构 * AI Research and Emerging Technology Group, PwC US（普华永道美国人工智能研究与新兴技术集团） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem

Fan Liu, Zherui Yang, Cancheng Liu, Tianrui Song, Xiaofeng Gao, Hao Liu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

The Hidden Dangers of Browsing AI Agents

Mykyta Mudryi, Markiyan Chaklosh, Grzegorz Wójcik

机构 * Polish-Japanese Academy of Information Technology（波兰-日本信息科技学院） ； University of the National Education Commission in Kraków（克拉科夫国家教育委员会大学） ； Maria Curie-Sklodowska University in Lublin（利沃夫玛丽亚·克里沃斯卡大学） 纠错

专题命中 Agent评测 ：AI agent(title)；agent(abstract)；分类 cs.AI

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System

Li Hu, Guoqiang Chen, Xiuwei Shang, Shaoyin Cheng, Benlong Wu, Gangyang Li, Xu Zhu, Weiming Zhang, Nenghai Yu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.SE

Comments 12 pages, 4 figures

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students

Daniel Weitekamp, Momin N. Siddiqui, Christopher J. MacLellan

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 Agent评测 ：AI agent(title,abstract)；分类 cs.AI

VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language

Sijin Sun, Liangbin Zhao, Ming Deng, Xiuju Fu

机构 * Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR IHPC)（高性能计算研究所，科技研究局（A*STAR IHPC）） ； National University of Singapore（国立新加坡大学） ； Shanghai University（上海大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

Comments 8 pages, 5 figures, 7 tablels, submitted to ITSC2025

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA

Xuanzhao Dong, Wenhui Zhu, Hao Wang, Xiwen Chen, Peijie Qiu, Rui Yin, Yi Su, Yalin Wang

机构 * Arizona State University（亚利桑那州立大学） ； Clemson University（克莱姆森大学） ； Washington University in St.Louis（圣路易斯华盛顿大学） ； Banner Alzheimer’s Institute（班纳阿尔茨海默病研究所） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation

Mohammad Feli, Iman Azimi, Pasi Liljeberg, Amir M. Rahmani

机构 * Department of Computing, University of Turku（图波卡大学计算机系） ； Department of Computer Science, University of California, Irvine（加州大学伊文斯顿分校计算机科学系） ； School of Nursing, University of California, Irvine（加州大学伊文斯顿分校护理学院） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

Optimizing SIA Development: A Case Study in User-Centered Design for Estuary, a Multimodal Socially Interactive Agent Framework

Spencer Lin, Miru Jun, Basem Rizk, Karen Shieh, Scott Fisher, Sharon Mozgai

机构 * University of Southern California（南加州大学） ； University of California, Berkeley（加州大学伯克利分校） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

X-Guard: Multilingual Guard Agent for Content Moderation

Bibek Upadhayay, Vahid Behzadan, Ph. D

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Comments 34 pages, 15 figures

Agent-Based Simulations of Online Political Discussions: A Case Study on Elections in Germany

Abdul Sittar, Simon Münker, Fabio Sartori, Andreas Reitenbach, Achim Rettinger, Michael Mäs, Alenka Guček, Marko Grobelnik

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Comments I forgot to take the consent from all other co authors and they want to withdraw it

Multimodal Agricultural Agent Architecture (MA3): A New Paradigm for Intelligent Agricultural Decision-Making

Zhuoning Xu, Jian Xu, Mingqing Zhang, Peijie Wang, Chao Deng, Cheng-Lin Liu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design

Yuxuan Lu, Bingsheng Yao, Hansu Gu, Jing Huang, Jessie Wang, Yang Li, Jiri Gesi, Qi He, Toby Jia-Jun Li, Dakuo Wang

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations

Maik Larooij, Petter Törnberg

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing

Shreya Shankar, Tristan Chambers, Tarak Shah, Aditya G. Parameswaran, Eugene Wu

专题命中 Agent评测 ：agentic(title)；agent(abstract)；分类 cs.AI

Comments 22 pages, 6 figures, 7 tables

SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation

Jingxuan Chen, Derek Yuen, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Comments ICLR 2025 Spotlight

LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation

Sarah Martinson, Lingkai Kong, Cheol Woo Kim, Aparna Taneja, Milind Tambe

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

OASIS: Open Agent Social Interaction Simulations with One Million Agents

Ziyi Yang, Zaibin Zhang, Zirui Zheng, Yuxian Jiang, Ziyue Gan, Zhiyu Wang, Zijian Ling, Jinsong Chen, Martz Ma, Bowen Dong, Prateek Gupta, Shuyue Hu, Zhenfei Yin, Guohao Li, Xu Jia, Lijun Wang, Bernard Ghanem, Huchuan Lu, Chaochao Lu, Wanli Ouyang, Yu Qiao, Philip Torr, Jing Shao

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

Situational Agency: The Framework for Designing Behavior in Agent-based art

Ary-Yue Huang, Varvara Guljajeva

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Comments 8 pages,5 figures, accetped by 30th International Symposium on Electronic Art (ISEA)

StepMathAgent: A Step-Wise Agent for Evaluating Mathematical Processes through Tree-of-Error

Shu-Xun Yang, Cunxiang Wang, Yidong Wang, Xiaotao Gu, Minlie Huang, Jie Tang

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

PCLA: A Framework for Testing Autonomous Agents in the CARLA Simulator

Masoud Jamshidiyan Tehrani, Jinhan Kim, Paolo Tonella

专题命中 Agent评测 ：autonomous agent(title,abstract)；分类 cs.SE

Comments This work will be published at the FSE 2025 demonstration track

PokéChamp: an Expert-level Minimax Language Agent

Seth Karten, Andy Luu Nguyen, Chi Jin

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.LG

Comments 24 pages, 13 figures

A2Perf: Real-World Autonomous Agents Benchmark

Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Ma, Srivatsan Krishnan, Izzeddin Gur, Austin Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim M. Songhori, Sergio Guadarrama, Jie Tan, Jordan K. Terry, Aleksandra Faust, Vijay Janapa Reddi

专题命中 Agent评测 ：autonomous agent(title,abstract)；分类 cs.LG

Comments 32 pages, 12 figures, preprint

LTLf Synthesis on First-Order Agent Programs in Nondeterministic Environments

Till Hofmann, Jens Claßen

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Comments AAAI'25

Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents

Axel Backlund, Lukas Petersson

专题命中 Agent评测 ：autonomous agent(title)；agent(abstract)；分类 cs.AI

Continuous Learning Conversational AI: A Personalized Agent Framework via A2C Reinforcement Learning

Nandakishor M, Anjali M

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Learning Dexterous Bimanual Catch Skills through Adversarial-Cooperative Heterogeneous-Agent Reinforcement Learning

Taewoo Kim, Youngwoo Yoon, Jaehong Kim

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI

Comments ICRA 2025 Accepted

SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent

Keyeun Lee, Seo Hyeong Kim, Seolhee Lee, Jinsu Eun, Yena Ko, Hayeon Jeon, Esther Hehsun Kim, Seonghye Cho, Soeun Yang, Eun-mee Kim, Hajin Lim

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

Comments 21 pages, 8 figures, 5 tables, Accepted in NAACL2025 Main

LLM Agent Honeypot: Monitoring AI Hacking Agents in the Wild

Reworr, Dmitrii Volkov

专题命中 Agent评测 ：agent(title)；AI agent(abstract)；分类 cs.AI

MoColl: Agent-Based Specific and General Model Collaboration for Image Captioning

Pu Yang, Bin Dong

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI