AI Agent - arXivDaily 专题

2405.00972 2024-10-30 cs.CL cs.AI cs.LG physics.chem-ph q-bio.QM 82%

CACTUS: Chemistry Agent Connecting Tool-Usage to Science

Andrew D. McNaughton, Gautham Ramalaxmi, Agustin Kruel, Carter R. Knutson, Rohith A. Varikoti, Neeraj Kumar

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

2408.12038 2024-08-23 cs.MA cs.GT econ.GN q-fin.EC 82%

Empirical Equilibria in Agent-based Economic systems with Learning agents

Kshama Dwarakanath, Svitlana Vyetrenko, Tucker Balch

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)

Comments arXiv admin note: text overlap with arXiv:2402.09563

2407.16362 2024-07-24 cs.CY 82%

Nudging Using Autonomous Agents: Risks and Ethical Considerations

Vivek Nallur, Karen Renaud, Aleksei Gudkov

专题命中 Agent评测：autonomous agent(title,abstract)；agent(abstract)

Comments 14 pages (incl. 3p pages of references), accepted for publication in EUMAS 2024

2312.07559 2023-12-18 cs.CL cs.AI cs.LG 82%

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski, Sam Cox, Samuel G. Rodriques, Andrew D. White

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

2307.15200 2023-07-31 cs.CR 82%

An Agent-Based Model Framework for Utility-Based Cryptoeconomies

Kiran Karra, Tom Mellan, Maria Silva, Juan P. Madrigal-Cianci, Axel Cubero Cortes, Zixuan Zhang

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)

Comments 14 pages, 5 figures

2304.11817 2023-04-25 cs.RO 82%

Active Probing and Influencing Human Behaviors Via Autonomous Agents

Shuangge Wang, Yiwei Lyu, John M. Dolan

专题命中 Agent评测：autonomous agent(title,abstract)；agent(abstract)

Comments 2023 IEEE International Conference on Robotics and Automation (ICRA)

2303.01646 2023-03-06 cs.RO cs.HC 82%

Dynamic Competency Self-Assessment for Autonomous Agents

Nicholas Conlon, Nisar R. Ahmed, Daniel Szafir

专题命中 Agent评测：autonomous agent(title,abstract)；agent(abstract)

Comments Accepted to the HRI 2023 workshop on Variable Autonomy for human-robot Teaming (VAT-HRI)

2207.09707 2022-07-21 cs.LO 82%

Careful Autonomous Agents in Environments With Multiple Common Resources

Rodica Condurache, Catalin Dima, Madalina Jitaru, Youssouf Oualhadj, Nicolas Troquard

专题命中 Agent评测：autonomous agent(title)；agent(abstract)；multi-agent(abstract)

Comments In Proceedings AREA 2022, arXiv:2207.09058

Journal ref EPTCS 362, 2022, pp. 3-14

2203.14757 2022-06-17 cs.SD cs.AI cs.CL cs.HC cs.LG 82%

STUDIES: Corpus of Japanese Empathetic Dialogue Speech Towards Friendly Voice Agent

Yuki Saito, Yuto Nishimura, Shinnosuke Takamichi, Kentaro Tachibana, Hiroshi Saruwatari

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

Comments 5 pages, 2 figures, Accepted for INTERSPEECH2022, project page: http://sython.org/Corpus/STUDIES

1906.01566 2022-04-27 cs.RO cs.CV 82%

GAMMA: A General Agent Motion Model for Autonomous Driving

Yuanfu Luo, Panpan Cai, Yiyuan Lee, David Hsu

专题命中 Agent评测：agent(title,abstract)；planning(abstract)

Comments This paper is accepted by IEEE RA-L

2201.12230 2022-01-31 cs.NI math.PR 82%

Agent-based modeling and simulation for malware spreading in D2D networks

Ziyad Benomar, Chaima Ghribi, Elie Cali, Alexander Hinsen, Benedikt Jahnel

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)

Comments 9 pages, 4 figures, accepted at AAMAS 2022

2007.05801 2021-09-07 cs.CY cs.HC cs.RO 82%

Migratable AI: Effect of identity and information migration on users perception of conversational AI agents

Ravi Tejwani, Felipe Moreno, Sooyeon Jeong, Hae Won Park, Cynthia Breazeal

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

Comments Accepted to RO-MAN 2020

Journal ref Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020

2012.01186 2020-12-22 cs.CY cs.AI cs.CL cs.LG 82%

AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments

Eric Li, Jingyi Su, Hao Sheng, Lawrence Wai

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

Comments AAAI 2021 Workshop on AI Education/TIPCE 2021

2008.09521 2020-08-24 cs.MA cs.CE physics.ao-ph 82%

Evaluation of the cumulated impacts on the marine resource of a socio-ecological coral system: approach by agent-based modeling

Olivier Rousselle

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)

Comments in French, Thesis CNRS (French National Centre for Scientific Research) - CRIOBE

1904.12924 2020-06-18 cs.CR cs.DC cs.MA 82%

Agent-Based Simulations of Blockchain protocols illustrated via Kadena's Chainweb

Tarun Chitra, Monica Quaintance, Stuart Haber, Will Martino

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)

Comments 10 pages, 7 figures, accepted to the IEEE S&B 2019 conference

1901.04335 2019-06-14 physics.geo-ph physics.soc-ph 82%

A New Agent-Based Methodology for the Seismic Vulnerability Assessment of Urban Areas

A. Greco, A. Pluchino, L. Barbarossa, G. Barreca, I. Caliò, F. Martinico, A. Rapisarda

专题命中 Agent评测：agent(title,abstract)；planning(abstract)

Comments 22 pages, 13 figures, 4 Tables

1806.02578 2018-06-08 cs.MA physics.soc-ph q-bio.PE 82%

Investigating Spatiotemporal Dynamics and Synchrony of Influenza Epidemics in Australia: An Agent-Based Modelling Approach

Oliver M. Cliff, Nathan Harding, Mahendra Piraveenan, E. Yagmur Erten, Manoj Gambhir, Mikhail Prokopenko

专题命中 Agent评测：agent(title,abstract)；planning(abstract)

Comments 24 pages, 11 figures, under review (Simulation Modelling Practice and Theory)

1804.07646 2018-04-23 cs.CR 82%

Toward Intelligent Autonomous Agents for Cyber Defense: Report of the 2017 Workshop by the North Atlantic Treaty Organization (NATO) Research Group IST-152-RTG

Alexander Kott, Ryan Thomas, Martin Drašar, Markus Kont, Alex Poylisher, Benjamin Blakely, Paul Theron, Nathaniel Evans, Nandi Leslie, Rajdeep Singh, Maria Rigaki, S Jay Yang, Benoit LeBlanc, Paul Losiewicz, Sylvain Hourlier, Misty Blowers, Hugh Harney, Gregory Wehner, Alessandro Guarino, Jana Komárková, James Rowell

专题命中 Agent评测：autonomous agent(title,abstract)；agent(abstract)

1607.03340 2016-07-13 cs.MA 82%

Real-time Rescheduling in Distributed Railway Network: An Agent-Based Approach

Poulami Dalapati, Piyush Agarwal, Animesh Dutta, Swapan Bhattacharya

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)

1408.3783 2014-09-19 cs.GT stat.ME 82%

Long-term causal effects of economic mechanisms on agent incentives

Panos Toulis, David C. Parkes

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)

1005.4815 2010-05-27 cs.MA 82%

A Formal Specification of Dynamic Protocols for Open Agent Systems

Alexander Artikis

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)

cs/0307064 2009-12-01 cs.CE 82%

Implementing an Agent Trade Server

Magnus Boman, Anna Sandin

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)

Comments 14 pages, 7 figures, intended for B/W printing

cs/9912011 2009-11-30 cs.MA adap-org cs.NI nlin.AO 82%

Adaptivity in Agent-Based Routing for Data Networks

David H. Wolpert, Sergey Kirshner, Chris J. Merz, Kagan Tumer

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)

2607.17044 2026-07-21 cs.SE cs.AI 新提交 82%

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent

智能体可靠性源自何处？生产企业智能体中验证循环、专家模型和脚手架的跨基准分解

Arunabh Dastidar

机构 * Leni Inc.（Leni公司）

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

AI总结研究多步骤企业智能体任务失败问题，以生产系统Leni为研究对象，其含验证循环等。通过在三个基准测试评估，发现完整系统有提升。核心贡献是分解提升来源，指出大部分来自脚手架等，验证步骤单独贡献小但作用关键，还得出相关矩阵和模型等结论。

Comments 19 pages, 5 figures, 5 tables. Evaluations conducted March-April 2026. Run-level evaluation record and audit scripts: https://github.com/arnabdastidar/leni-agent-evals

2606.15225 2026-06-16 cs.LG cs.AI cs.IR 新提交 82%

Edu-Theater: A Data-Efficient Agent Framework for Scalable Learner Behavior Simulation through Staging Roll-Call

Edu-Theater: 一种通过点名排演实现可扩展学习者行为模拟的数据高效智能体框架

Weibo Gao, Qi Liu, Linan Yue, Zheng Zhang, Yichao Du, Fangzhou Yao, Ao Yu, Zhenya Huang, Shijin Wang

机构 * University of Science and Technology of China（中国科学技术大学）； State Key Laboratory of Cognitive Intelligence（认知智能国家重点实验室）； Southeast University（东南大学）； Alibaba Group（阿里巴巴集团）； iFLYTEK Co., Ltd.（科大讯飞股份有限公司）

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

AI总结提出Edu-Theater框架，通过构建群体水平能力先验和少量诊断查询，利用LLM智能体模拟学习者行为，在减少数据需求的同时提高模拟精度，并增强下游自适应测试等应用。

Comments LLM Agent, Educational Data Mining, Data Synthesis, Human Simulation

2605.31278 2026-06-05 cs.AI cs.LG stat.ME 82%

Industrializing Prediction-Powered Inference: The GLIDE Library for Reliable GenAI and Agentic Systems Evaluation

工业化预测驱动推断：用于可靠生成式AI与智能体系统评估的GLIDE库

Grégoire Martinon, Ibrahim Merad, Mohammed Raki

机构 * University of California, Berkeley（加州大学伯克利分校）； Google Research（谷歌研究院）

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

AI总结提出GLIDE开源库，统一多种预测驱动推断方法，提供无偏估计与有效置信区间，显著降低人工标注成本。

Comments 8 pages, Accepted to the ICML 2026 Workshop on Statistical Frameworks for Uncertainty in Agentic Systems, Seoul, South Korea, 2026

2606.02494 2026-06-02 cs.SE cs.AI 82%

Monitoring Agentic Systems Before They're Reliable

在代理系统可靠之前对其进行监控

Marisa Ferrara Boston, Glen Hanson, Effi Georgala, JD Hudgens, Heather Frase

机构 * Reins AI USA（Reins AI美国公司）； Veraitech USA（Veraitech美国公司）

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

AI总结针对生产环境中代理系统因结构缺陷主导故障的问题，提出一种基于方差信号的三维度三范围监控与分类方法，并通过合成测试验证其有效性。

Comments 9 pages, 2 figures, 3 tables. Accepted to the Workshop on Agentic Software Engineering (AgenticSE), co-located with ACM CAIS 2026 (non-archival)

2510.24358 2026-03-24 cs.SE cs.CL 82%

Automatically Benchmarking LLM Code Agents through Agent-Driven Annotation and Evaluation

通过代理驱动的标注和评估自动评估代码代理

Lingyue Fu, Bolun Zhang, Hao Guan, Yaoming Zhu, Lin Qiu, Weiwen Liu, Xuezhi Cao, Xunliang Cai, Weinan Zhang, Yong Yu

机构 * Shanghai Jiao Tong University（上海交通大学）

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

AI总结本文提出代理驱动的基准构建流程，引入PRDBench包含50个真实Python项目，通过专门模型提升评估准确性，验证了框架的可扩展性和鲁棒性。

Comments Accepted by AAMAS 2026

Journal ref Proc. of the 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026), Paphos, Cyprus, May 25-29, 2026

2510.15969 2026-02-03 cs.LG cs.AI 82%

LinearizeLLM: An Agent-Based Framework for LLM-Driven Exact Linear Reformulation of Nonlinear Optimization Problems

LinearizeLLM: 一个基于代理的框架，用于由LLM驱动的非线性优化问题的精确线性重 formulations

Paul-Niklas Ken Kandora, Simon Caspar Zeller, Aaron Jeremias Elsing, Elena Kuss, Steffen Rebennack

机构 * Institute for Operations Research, Karlsruhe Institute of Technology, Karlsruhe, Germany（运营研究学院，卡尔斯鲁厄技术大学）； Institute for Information Systems, Reutlingen University, Reutlingen, Germany（信息系统研究所，鲁特lingen大学）

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

AI总结 LinearizeLLM通过基于代理的LLM框架实现非线性优化问题的自动精确线性化，显著提升线性化效率和准确性。

Comments This version is a major revision with a new abstract, updated workflow logic and description, an expanded instance set, additional numerical experiments, and corrected bibliography entries

2511.17580 2025-11-25 cs.MA cs.AI cs.DC cs.SE 82%

A novel strategy for multi-resource load balancing in agent-based systems

基于智能体系统的多资源负载平衡新策略

Leszek Sliwko, Aleksander Zgrzywa

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

AI总结本文提出了一种基于智能体系统的多资源负载平衡策略，通过智能体的社会行为和适应能力优化复杂企业架构的结构。

Journal ref "A novel strategy for multi-resource load balancing in agent-based systems." International journal of intelligent information and database systems (Print) 3, no. 2 (2009): 180-202

1. Agent评测 15801 篇

CACTUS: Chemistry Agent Connecting Tool-Usage to Science

Empirical Equilibria in Agent-based Economic systems with Learning agents

Nudging Using Autonomous Agents: Risks and Ethical Considerations

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

An Agent-Based Model Framework for Utility-Based Cryptoeconomies

Active Probing and Influencing Human Behaviors Via Autonomous Agents

Dynamic Competency Self-Assessment for Autonomous Agents

Careful Autonomous Agents in Environments With Multiple Common Resources

STUDIES: Corpus of Japanese Empathetic Dialogue Speech Towards Friendly Voice Agent

GAMMA: A General Agent Motion Model for Autonomous Driving

Agent-based modeling and simulation for malware spreading in D2D networks

Migratable AI: Effect of identity and information migration on users perception of conversational AI agents

AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments

Evaluation of the cumulated impacts on the marine resource of a socio-ecological coral system: approach by agent-based modeling

Agent-Based Simulations of Blockchain protocols illustrated via Kadena's Chainweb

A New Agent-Based Methodology for the Seismic Vulnerability Assessment of Urban Areas

Investigating Spatiotemporal Dynamics and Synchrony of Influenza Epidemics in Australia: An Agent-Based Modelling Approach

Toward Intelligent Autonomous Agents for Cyber Defense: Report of the 2017 Workshop by the North Atlantic Treaty Organization (NATO) Research Group IST-152-RTG

Real-time Rescheduling in Distributed Railway Network: An Agent-Based Approach

Long-term causal effects of economic mechanisms on agent incentives

A Formal Specification of Dynamic Protocols for Open Agent Systems

Implementing an Agent Trade Server

Adaptivity in Agent-Based Routing for Data Networks

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent

Edu-Theater: A Data-Efficient Agent Framework for Scalable Learner Behavior Simulation through Staging Roll-Call

Industrializing Prediction-Powered Inference: The GLIDE Library for Reliable GenAI and Agentic Systems Evaluation

Monitoring Agentic Systems Before They're Reliable

Automatically Benchmarking LLM Code Agents through Agent-Driven Annotation and Evaluation

LinearizeLLM: An Agent-Based Framework for LLM-Driven Exact Linear Reformulation of Nonlinear Optimization Problems

A novel strategy for multi-resource load balancing in agent-based systems