AI Agent

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

Kangjia Zhao, Jiahui Song, Leigang Sha, Haozhan Shen, Zhi Chen, Tiancheng Zhao, Xiubo Liang, Jianwei Yin

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

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, Koduvayur Subbalakshmi, Guojun Xiong, Jimin Huang, Lingfei Qian, Xueqing Peng, Qianqian Xie, Jordan W. Suchow

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

SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent

Jing Ye, Lu Xiang, Yaping Zhang, Chengqing Zong

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

Comments 24 pages. Accepted by COLING 2025

HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing

Lajos Muzsai, David Imolai, András Lukács

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

Comments 16 pages, 9 figures

The Value-Sensitive Conversational Agent Co-Design Framework

Malak Sadek, Rafael A. Calvo, Celine Mougenot

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

Comments 23 pages, 8 figures. International Journal of Human Computer Interaction (2024)

SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text

Reshmi Ghosh, Tianyi Yao, Lizzy Chen, Sadid Hasan, Tianwei Chen, Dario Bernal, Huitian Jiao, H M Sajjad Hossain

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

Designing Reliable Experiments with Generative Agent-Based Modeling: A Comprehensive Guide Using Concordia by Google DeepMind

Alejandro Leonardo García Navarro, Nataliia Koneva, Alfonso Sánchez-Macián, José Alberto Hernández, Manuel Goyanes

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

GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherence

MD Ragib Shahriyear

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

Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework

Honghao Shi, Longkai Cheng, Wenli Wu, Yuhang Wang, Xuan Liu, Shaokai Nie, Weixv Wang, Xuebin Min, Chunlei Men, Yonghua Lin

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

Comments 10 pages

Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach

Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos Siettos

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

Journal ref Journal of Computational Physics, 478, 111953, 2023

Prosody as a Teaching Signal for Agent Learning: Exploratory Studies and Algorithmic Implications

Matilda Knierim, Sahil Jain, Murat Han Aydoğan, Kenneth Mitra, Kush Desai, Akanksha Saran, Kim Baraka

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

Comments Published at the 26th ACM International Conference on Multimodal Interaction (ICMI) 2024

Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment

Yi Zheng, Zehao Li, Peng Jiang, Yijie Peng

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

Hip Fracture Patient Pathways and Agent-based Modelling

Alison N. O'Connor, Stephen E. Ryan, Gauri Vaidya, Paul Harford, Meghana Kshirsagar

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

Comments 6 pages, 2 figures

Learning Generative Interactive Environments By Trained Agent Exploration

Naser Kazemi, Nedko Savov, Danda Paudel, Luc Van Gool

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

Enabling Data-Driven and Empathetic Interactions: A Context-Aware 3D Virtual Agent in Mixed Reality for Enhanced Financial Customer Experience

Cindy Xu, Mengyu Chen, Pranav Deshpande, Elvir Azanli, Runqing Yang, Joseph Ligman

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

Comments to appear at 1st Workshop on Intelligent XR: Harnessing AI for Next-Generation XR User Experiences at International Symposium on Mixed and Augmented Reality (ISMAR) 2024

Training Interactive Agent in Large FPS Game Map with Rule-enhanced Reinforcement Learning

Chen Zhang, Huan Hu, Yuan Zhou, Qiyang Cao, Ruochen Liu, Wenya Wei, Elvis S. Liu

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

The Impact of Element Ordering on LM Agent Performance

Wayne Chi, Ameet Talwalkar, Chris Donahue

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

Dynamic Pricing in Securities Lending Market: Application in Revenue Optimization for an Agent Lender Portfolio

Jing Xu, Yung-Cheng Hsu, William Biscarri

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

Comments 7 pages, 8 figures

UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction

Yansong Ning, Hao Liu

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

Comments NeurIPS 2024

Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation

Yushan Qian, Bo Wang, Shangzhao Ma, Wu Bin, Shuo Zhang, Dongming Zhao, Kun Huang, Yuexian Hou

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

Comments Accepted to AAMAS 2023

The Sandbox Environment for Generalizable Agent Research (SEGAR)

R Devon Hjelm, Bogdan Mazoure, Florian Golemo, Samira Ebrahimi Kahou, Pedro Braga, Felipe Frujeri, Mihai Jalobeanu, Andrey Kolobov

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

Conversational Health Agents: A Personalized LLM-Powered Agent Framework

Mahyar Abbasian, Iman Azimi, Amir M. Rahmani, Ramesh Jain

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

Comments 23 pages, 6 figures, 2 tables, 4 appendices, journal paper

Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection in Social Virtual Reality

Yiwen Xu, Qinyang Hou, Hongyu Wan, Mirjana Prpa

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

m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks

Zixian Ma, Weikai Huang, Jieyu Zhang, Tanmay Gupta, Ranjay Krishna

专题命中 Agent评测 ：tool-use(title)；planning(abstract)；分类 cs.CL

Critic as Lyapunov function (CALF): a model-free, stability-ensuring agent

Pavel Osinenko, Grigory Yaremenko, Roman Zashchitin, Anton Bolychev, Sinan Ibrahim, Dmitrii Dobriborsci

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

Comments IEEE Conference on Decision and Control. Accepted for publication in proceedings of the conference

Students' Perceived Roles, Opportunities, and Challenges of a Generative AI-powered Teachable Agent: A Case of Middle School Math Class

Yukyeong Song, Jinhee Kim, Zifeng Liu, Chenglu Li, Wanli Xing

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

An Implementation of Werewolf Agent That does not Truly Trust LLMs

Takehiro Sato, Shintaro Ozaki, Daisaku Yokoyama

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

JaxLife: An Open-Ended Agentic Simulator

Chris Lu, Michael Beukman, Michael Matthews, Jakob Foerster

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

Accelerating Hybrid Agent-Based Models and Fuzzy Cognitive Maps: How to Combine Agents who Think Alike?

Philippe J. Giabbanelli, Jack T. Beerman

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

Comments To appear at the 2024 Winter Simulation Conference

Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios

Zhongyuan Wang, Richong Zhang, Zhijie Nie, Jaein Kim

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

Comments work in progress