AI Agent

A conversion between utility and information

Pedro A. Ortega, Daniel A. Braun

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments AGI-2010. 6 pages, 1 figure

Journal ref AGI-2010

Optimizing Service Orchestrations

Adam Barker

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Comments 12 pages, 13 figures

Considerations on Resource Usage in Exceptions and Failures in Workflows

Alexandra Fortis, Alexandru Cicortas, Victoria Iordan

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Comments 12 pages, exposed on 2nd "European Conference on Computer science and Applications" - XA2008, Timisoara, Romania

Journal ref Ann. Univ. Tibiscus, Comp. Sci. Series 6 (2008), 69-80

Learning to Bluff

Evan Hurwitz, Tshilidzi Marwala

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 6 pages

A Systematic Approach to Web-Application Development

Joy Dutta, Paul Fodor

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Bounds on Query Convergence

Barak A. Pearlmutter

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 6 pages, 2 figures

Application Architecture for Spoken Language Resources in Organisational Settings

Rodney J. Clarke, Dali Dong, Philip C. Windridge

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Comments 12 pages, 3 figures

Belief Revision: A Critique

Nir Friedman, Joseph Y. Halpern

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments An early version of the paper appeared in KR '96

Journal ref Journal of Logic, Language, and Information, vol. 8, 1999, pp. 401-420

Improving Performance of heavily loaded agents

Fatma Ozcan, VS Subrahmanian, Juergen Dix

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 63 pages, 26 figures, 10 tables

Web Mining Research: A Survey

Raymond Kosala, Hendrik Blockeel

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 15 pages

Journal ref ACM SIGKDD Explorations, 2(1):1-15, 2000

Design of an Electro-Hydraulic System Using Neuro-Fuzzy Techniques

P. J. Costa Branco, J. A. Dente

专题命中 工作流自动化 ：autonomous agent(abstract)；分类 cs.LG

Comments 35 pages

Journal ref In: Fusion of Neural Networks, Fuzzy Sets & Genetic Algorithms: Industrial Applications, Chapter 4, CRC Press, Boca Raton, Florida, USA., 1999

Applying Maxi-adjustment to Adaptive Information Filtering Agents

Raymond Lau, Arthur H. M. ter Hofstede, Peter D. Bruza

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments The 8th Intl. Workshop on Non-Monotonic Reasoning NMR'2000, Belief Change, 9 pages

An Ecosystem of Services for FAIR Computational Workflows

FAIR计算工作流的服务生态系统

Sean R. Wilkinson, Johan Gustafsson, Finn Bacall, Khalid Belhajjame, Salvador Capella, Jose Maria Fernandez Gonzalez, Jacob Fosso Tande, Luiz Gadelha, Daniel Garijo, Patricia Grubel, Bjorn Grüning, Farah Zaib Khan, Sehrish Kanwal, Simone Leo, Stuart Owen, Luca Pireddu, Line Pouchard, Laura Rodríguez-Navas, Beatriz Serrano-Solano, Stian Soiland-Reyes, Baiba Vilne, Alan Williams, Merridee Ann Wouters, Frederik Coppens, Carole Goble

专题命中 工作流自动化 ：workflow(abstract,comments)

AI总结 本文提出FAIR原则应用于计算工作流，并通过EOSC-Life协作实验室等实例，介绍支持工作流可发现、可访问、可互操作和可重用的服务生态系统。

Comments Chapter 4 in "Workflow Systems for Large-Scale Scientific Data Analysis", eds. Ulf Leser, Marcus Hilbrich, Sean R. Wilkinson, Rafael Ferreira da Silva

Urban Science Beyond Samples: Up-to-Date Street Network Models and Indicators for Every Urban Area in the World

城市科学超越样本：全球每个城市区域的最新街道网络模型和指标

Geoff Boeing

专题命中 工作流自动化 ：workflow(abstract)；planning(journal_ref)

AI总结 本文提出全球每个城市区域的最新街道网络模型和指标，利用2025年全球人类聚居层的城市边界数据，整合1.8亿个OpenStreetMap节点和3.6亿条边，提供公开可重用的资源，推动全球城市街道网络科学和欠发达地区本地分析。

Journal ref Environment and Planning B: Urban Analytics and City Science, 2026

Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara

表面采矿中的自动化与人工智能技术及皮尔巴拉露天采矿简介

Raymond Leung, Andrew J Hill, Arman Melkumyan

专题命中 工作流自动化 ：planning(abstract,comments)

AI总结 本文综述了采矿行业，特别是西澳皮尔巴拉铁矿区在工程问题、技术创新、机器人开发和自动化方面的挑战与进展，旨在展示技术现状并提高工程界对采矿中AI和自动化趋势的认识。

Comments Accepted manuscript. Paper provides insights on state-of-the-art technologies and future trends. Keywords: Mining automation, robotics, intelligent systems, machine learning, remote sensing, geostatistics, planning, scheduling, optimization, modelling, geology, complex systems. Document: 21 pages, 6 figures, 2 tables. 2024 Update: Added ICRA conference poster + slides as ancilliary files

Journal ref IEEE Robotics & Automation Magazine 32:3 (2025) 164-183

OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding

Jingli Lin, Chenming Zhu, Runsen Xu, Xiaohan Mao, Xihui Liu, Tai Wang, Jiangmiao Pang

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Shanghai Jiao Tong University（上海交通大学） ； The University of Hong Kong（香港大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 工作流自动化 ：agent(abstract,comments)

Comments 30 pages, a benchmark designed to evaluate Online Spatio-Temporal understanding from the perspective of an agent actively exploring a scene. Project Page: https://rbler1234.github.io/OSTBench.github.io/

Low-level I/O Monitoring for Scientific Workflows

Joel Witzke, Ansgar Lößer, Vasilis Bountris, Florian Schintke, Björn Scheuermann

专题命中 工作流自动化 ：workflow(abstract,comments)

Comments 10 pages, 5 figures, code available under https://github.com/CRC-FONDA/workflow-monitoring

ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy

Soumyadeep Chandra, Sayeed Shafayet Chowdhury, Courtney Yong, Chandru P. Sundaram, Kaushik Roy

专题命中 工作流自动化 ：workflow(abstract,comments)

Comments Nephrectomy surgery, Surgical Phase Recognition, Surgical Workflow Segmentation, 11 pages, 2 figures, 2 tables

Optimizing feedstock imports with environmental constraints

Massimo Frittelli, Pierluigi Toma

专题命中 工作流自动化 ：agent(abstract)；planning(journal_ref)

Comments 14 pages

Journal ref Socio-Economic Planning Sciences (2023)

MARS: Malleable Actor-Critic Reinforcement Learning Scheduler

Betis Baheri, Jacob Tronge, Bo Fang, Ang Li, Vipin Chaudhary, Qiang Guan

专题命中 工作流自动化 ：workflow(abstract,comments)

Comments 10 pages, HPC, Cloud System, Scheduling, Workflow Management, Reinforcement Learning, Deep Learning

Journal ref 2022 IEEE International Performance Computing and Communications Conference (IPCCC) 217-226

Compositional Coordination for Multi-Robot Teams with Large Language Models

Zhehui Huang, Guangyao Shi, Yuwei Wu, Vijay Kumar, Gaurav S. Sukhatme

机构 * Department of Computer Science, University of Southern California（计算机科学系，南加州大学） ； GRASP Lab, University of Pennsylvania（GRASP实验室，宾夕法尼亚大学） 纠错

专题命中 工作流自动化 ：分类 cs.AI、cs.LG；agent(comments)；multi-agent(comments)

Comments IEEE International Symposium on Multi-Robot & Multi-Agent Systems (MRS 2025) Oral

Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning

Naveen Ram, Tanay Gummadi, Rahul Bhethanabotla, Richard J. Savery, Gil Weinberg

专题命中 工作流自动化 ：agent(comments,journal_ref)；分类 cs.CL、cs.LG

Comments HAI '21: Proceedings of the 9th International Conference on Human-Agent Interaction

Journal ref Proceedings of the 9th International Conference on Human-Agent Interaction (2021) 165-173

Finch: Toxicity Dose Response Curve Prediction of Chemical Compounds and Mixtures

Finch：化学化合物及混合物的毒性剂量反应曲线预测

Abdullah Shouaib, John Zapanta, Sean P. Davern, Samuel Dixon, Zachary R. Stromberg, Becky Hess, Sydney Schwartz, C Mark Maupin

专题命中 工作流自动化 ：workflow(abstract)

AI总结 Finch整合多任务定量构效关系模型，解决传统混合物模型的局限，实现化学化合物及混合物的毒性剂量反应曲线预测，助力监管安全评估。

Comparative Assessment of Deep Learning Architectures for Underwater Subsurface Kelp Forest Segmentation with The Kelp-o-Tron

用于水下海底海带林分割的深度学习架构比较评估（基于Kelp-o-Tron）

Sundarabalan Balasubramanian, César Borja, Ana C. Murillo, Lexi N. Wilkes, Meredith L. McPherson, Kira A. Krumhansl, Jennifer A. Dijkstra, Jarrett E. K. Byrnes

专题命中 工作流自动化 ：workflow(abstract)

AI总结 该研究评估三种深度学习分割框架对水下海带林的分割性能，发现ResNet50-DeepLabV3（即Kelp-O-Tron）在准确率、鲁棒性和泛化性上表现最优，相关资源可用于水下生境制图与生态监测。

ColorA11Y: Enhancing Creative Design Workflows with Just-in-Time Color Accessibility Recommendations

ColorA11Y：利用即时色彩无障碍建议优化创意设计工作流

Alexa Siu, Rajiv Jain, Abhinav Kannan, Jose Echevarria, Mary Ann, Jawili, Yalpi Shiva Prasad, Rick Treitman, Garreth W. Tigwell, Jonathan Lazar

专题命中 工作流自动化 ：workflow(abstract)

AI总结 ColorA11Y系统在设计创作全程提供即时色彩无障碍建议，经用户研究验证可优化工作流，推进将无障碍考量融入创意过程的原生设计方法。

Comments To appear in ASSETS '26: The 28th International ACM SIGACCESS Conference on Computers and Accessibility (October 25-28, 2026, Vila Nova de Gaia, Portugal)

Towards a Definition of the Computational Architecture of Open Scholarly Infrastructures

面向开放学术基础设施的计算架构定义

Ivan Heibi, Mario Petrella, Angelo Di Iorio, Silvio Peroni

专题命中 工作流自动化 ：workflow(abstract)

AI总结 本文提出分层框架定义开放学术基础设施（OSI）计算单元架构，结合开放引文实际案例，为OSI计算模块设计提供实用参考与方法论基础。

Hamiltonian Learning at Scale

大规模哈密顿学习

Nathan Johnson, Eugene Dumitrescu

专题命中 工作流自动化 ：workflow(abstract)

AI总结 本研究利用张量网络技术规模化含噪声的哈密顿学习，给出误差解析界并模拟验证其稳定性，实现N=300自旋链的混合场伊辛模型哈密顿量学习，为相关实验提供经验。

Comments 7 pages, 3 figures, comments welcome

GravDyn: A Python Framework for Gravitational Modeling of Irregular Celestial Bodies Using Polyhedral, mascon, and Series Expansion Methods

GravDyn：用于非规则天体引力建模的Python框架，采用多面体、质量集中块（mascon）及级数展开方法

Safwan Aljbaae, valerio Carruba, Allan K. de Almeida, Gabriel Antonio Caritá, Antonio F. B. A. Prado, Marcelo L. Mota, Carlos E. Ferreira Lopes

专题命中 工作流自动化 ：workflow(abstract)

AI总结 该研究提出开源Python框架GravDyn，整合三种引力建模方法，可高效计算非规则天体的引力势与加速度，适用于小天体相关的航天任务设计与轨道研究。

A Noise-Aware Quantum Algorithm for Credit Valuation Adjustments on Real Quantum Hardware

一种用于实际量子硬件上信用估值调整的噪声感知量子算法

Guillem Borràs Espert, Francisco Gómez Casanova, Luis de Pedro Sánchez, Senaida Hernández Santana, Pablo Serrano Molinero

专题命中 工作流自动化 ：workflow(abstract)

AI总结 研究针对信用估值调整问题，开发端到端噪声感知量子工作流程，引入对比感知贝叶斯迭代量子幅度估计，经硬件校准实验验证其有效性，能更有效利用设备放大能力，降低经典后处理运行时间，并分解CVA误差。

Comments 56 pages, 14 figures, 18 tables. Includes supplementary appendices with implementation details, extended results, calibration data, and quantum-resource analysis

Bayesian decision theory for wildlife management under uncertainty: from inference to action

贝叶斯决策理论在不确定性下的野生动物管理中的应用：从推断到行动

Olivier Gimenez, Abigail G. Keller, Cyril Milleret

专题命中 工作流自动化 ：workflow(abstract)

AI总结 本文提出基于贝叶斯决策理论的实用工作流程，通过两个案例展示如何在不确定性下平衡生态、经济和社会目标，提升管理决策的透明度和可重复性。

Comments 3 figures