AI Agent

Agent-Based Genetic Algorithm for Crypto Trading Strategy Optimization

Qiushi Tian, Churong Liang, Kairan Hong, Runnan Li

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

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

Comments 5 pages, 4 figures

AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents

Md Tahmid Rahman Laskar, Julien Bouvier Tremblay, Xue-Yong Fu, Cheng Chen, Shashi Bhushan TN

机构 * Dialpad Inc.（Dialpad公司） 纠错

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

Comments Accepted to the EMNLP 2025 Industry Track

Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback

Yisha Wu, Cen Mia Zhao, Yuanpei Cao, Xiaoqing Su, Yashar Mehdad, Mindy Ji, Claire Na Cheng

机构 * Airbnb Inc.（Airbnb公司） 纠错

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

Comments Accepted at EMNLP 2025 Industry Track

Multimodal Safety Evaluation in Generative Agent Social Simulations

Alhim Vera, Karen Sanchez, Carlos Hinojosa, Haidar Bin Hamid, Donghoon Kim, Bernard Ghanem

机构 * University of Cincinnati（辛辛那提大学） ； King Abdullah University of Science and Technology（国王阿卜杜勒·阿齐兹大学科学与技术） 纠错

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

Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support

Cen Mia Zhao, Tiantian Zhang, Hanchen Su, Yufeng Wayne Zhang, Shaowei Su, Mingzhi Xu, Yu Elaine Liu, Wei Han, Jeremy Werner, Claire Na Cheng, Yashar Mehdad

机构 * Airbnb, Inc.（Airbnb公司） 纠错

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

Comments EMNLP 2025 Industry Track submission (Paper #305). Preprint. Main text within the 7-page industry limit (references/appendices excluded). Contains multiple figures and tables

Self-Improving LLM Agents at Test-Time

Emre Can Acikgoz, Cheng Qian, Heng Ji, Dilek Hakkani-Tür, Gokhan Tur

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

ClauseLens: Clause-Grounded, CVaR-Constrained Reinforcement Learning for Trustworthy Reinsurance Pricing

Stella C. Dong, James R. Finlay

机构 * Department of Applied Mathematics, University of California, Davis, CA, USA（加州大学戴维斯分校应用数学系） ； Wharton School of Business, University of Pennsylvania, Philadelphia, PA, USA（宾夕法尼亚大学沃顿商学院） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted for publication at the 6th ACM International Conference on AI in Finance (ICAIF 2025), Singapore. Author-accepted version (October 2025). 10 pages, 5 figures

AppForge: From Assistant to Independent Developer -- Are GPTs Ready for Software Development?

Dezhi Ran, Yuan Cao, Mengzhou Wu, Simin Chen, Yuzhe Guo, Jun Ren, Zihe Song, Hao Yu, Jialei Wei, Linyi Li, Wei Yang, Baishakhi Ray, Tao Xie

机构 * Key Lab of HCST (PKU), MOE（HCST关键实验室（PKU）） ； School of Computer Science, Peking University, China（北京大学计算机科学学院） ； Columbia University, USA（哥伦比亚大学） ； Beijing Jiaotong University, China（北京交通大学） ； University of Texas at Dallas, USA（德克萨斯大学达拉斯分校） ； Hong Kong University of Science and Technology, Hong Kong SAR, China（香港科技大学） ； Fudan University Institute of Systems for Advanced Computing, Shanghai, China（复旦大学先进计算系统研究所） ； Simon Fraser University, Canada（西蒙弗雷泽大学） ； Shanghai Institute of Systems for Open Computing, Shanghai, China（上海开放计算系统研究所） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.SE

Comments Under Review. Benchmark and leadboards at https://appforge-bench.github.io/

Paper2Video: Automatic Video Generation from Scientific Papers

Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（展示实验室，新加坡国立大学） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL

Comments Project Page: https://showlab.github.io/Paper2Video/

BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology

Ludovico Mitchener, Jon M Laurent, Alex Andonian, Benjamin Tenmann, Siddharth Narayanan, Geemi P Wellawatte, Andrew White, Lorenzo Sani, Samuel G Rodriques

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

Comments 8 main text pages, 5 main figures

DODO: Causal Structure Learning with Budgeted Interventions

Matteo Gregorini, Chiara Boldrini, Lorenzo Valerio

机构 * University of Pisa（比萨大学） 纠错

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

Comments Under review. Supported by SoBigDatait IR0000013, FAIR PE00000013, ICSC CN00000013

Parameter-Free Federated TD Learning with Markov Noise in Heterogeneous Environments

Ankur Naskar, Gugan Thoppe, Utsav Negi, Vijay Gupta

机构 * Dept. of Computer Science and Automation, Indian Institute of Science（计算机科学与自动化系，印度科学研究院） ； School of Electrical and Computer Engineering, Purdue University（电气与计算机工程学院，普渡大学） 纠错

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

WebRenderBench: Enhancing Web Interface Generation through Layout-Style Consistency and Reinforcement Learning

Peichao Lai, Jinhui Zhuang, Kexuan Zhang, Ningchang Xiong, Shengjie Wang, Yanwei Xu, Chong Chen, Yilei Wang, Bin Cui

机构 * Peking University（北京大学） ； Xiamen Huaxia University（厦门华夏大学） ； Fuzhou University（福州市大学） ； City University of Hong Kong（香港城市大学） ； Huawei Cloud BU（华为云业务单元） 纠错

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

Geometric opinion exchange polarizes in every dimension

Abdou Majeed Alidou, Júlia Baligács, Jan Hązła

专题命中 Agent评测 ：agent(abstract)

The (No) Value of Commitment

Nathan Hancart

专题命中 Agent评测 ：agent(abstract)