AI Agent - arXivDaily 专题

2504.13897 2025-04-22 cs.HC 82%

Show Me How: Benefits and Challenges of Agent-Augmented Counterfactual Explanations for Non-Expert Users

Aditya Bhattacharya, Tim Vanherwegen, Katrien Verbert

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

Comments This is a pre-print version, the original version is available in the proceedings of ACM UMAP 2025

2408.04682 2025-04-18 cs.CL cs.AI cs.LG 82%

ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities

Jiarui Lu, Thomas Holleis, Yizhe Zhang, Bernhard Aumayer, Feng Nan, Felix Bai, Shuang Ma, Shen Ma, Mengyu Li, Guoli Yin, Zirui Wang, Ruoming Pang

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

2503.13269 2025-04-02 cs.DB 82%

DAgent: A Relational Database-Driven Data Analysis Report Generation Agent

Wenyi Xu, Yuren Mao, Xiaolu Zhang, Chao Zhang, Xuemei Dong, Mengfei Zhang, Yunjun Gao

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

2502.19098 2025-02-27 cs.SI 82%

Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Erica Cau, Valentina Pansanella, Dino Pedreschi, Giulio Rossetti

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

Comments 34 pages, journal submission

2502.13789 2025-02-20 cs.CV 82%

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education

Yi-Fan Zhang, Hang Li, Dingjie Song, Lichao Sun, Tianlong Xu, Qingsong Wen

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

2410.21312 2024-10-30 cs.LG cs.AI cs.CL 82%

$\texttt{PatentAgent}$: Intelligent Agent for Automated Pharmaceutical Patent Analysis

Xin Wang, Yifan Zhang, Xiaojing Zhang, Longhui Yu, Xinna Lin, Jindong Jiang, Bin Ma, Kaicheng Yu

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

Comments 7 pages

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

1. Agent评测 15662 篇

Show Me How: Benefits and Challenges of Agent-Augmented Counterfactual Explanations for Non-Expert Users

ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities

DAgent: A Relational Database-Driven Data Analysis Report Generation Agent

Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education

$\texttt{PatentAgent}$: Intelligent Agent for Automated Pharmaceutical Patent Analysis

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