AI Agent

Incongruent Melting and Phase Diagram of SiC from Machine Learning Molecular Dynamics

Yu Xie, Menghang Wang, Senja Ramakers, Frans Spaepen, Boris Kozinsky

专题命中 工作流自动化 ：workflow(abstract)

Hermitian-preserving ansatz and variational open quantum eigensolver

Zhong-Xia Shang

专题命中 工作流自动化 ：workflow(abstract)

Comments 9 pages, 4 figures

Journal ref Physical Review A 109 (6), 062608, 2024

Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine

Wenyi Wang, Piotr Piękos, Li Nanbo, Firas Laakom, Yimeng Chen, Mateusz Ostaszewski, Mingchen Zhuge, Jürgen Schmidhuber

机构 * King Abdullah University of Science and Technology (KAUST)（国王 Abdullah 科学与技术大学） 纠错

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.AI

Collision avoidance and path finding in a robotic mobile fulfillment system using multi-objective meta-heuristics

Ahmad Kokhahi, Mary Kurz

机构 * Department of Industrial Engineering, Clemson University（工业工程系，克莱姆森大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；planning(abstract)；multi-agent(abstract)

OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents

Thomas Kuntz, Agatha Duzan, Hao Zhao, Francesco Croce, Zico Kolter, Nicolas Flammarion, Maksym Andriushchenko

机构 * EPFL（苏黎世联邦理工学院） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.LG、cs.SE

Comments NeurIPS 2025 Datasets & Benchmarks Track (Spotlight)

Navigation in a Three-Dimensional Urban Flow using Deep Reinforcement Learning

Federica Tonti, Ricardo Vinuesa

机构 * Department of Aerospace Engineering, University of Michigan（航空航天工程系，密歇根大学） ； FLOW, Engineering Mechanics, KTH Royal Institute of Technology（FLOW，工程力学，皇家理工学院） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.AI

StorageXTuner: An LLM Agent-Driven Automatic Tuning Framework for Heterogeneous Storage Systems

Qi Lin, Zhenyu Zhang, Viraj Thakkar, Zhenjie Sun, Mai Zheng, Zhichao Cao

机构 * Arizona State University（亚利桑那州立大学） ； Iowa State University（爱荷华州立大学） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments ArXiv version; Affiliations: Arizona State University (Lin, Zhang, Thakkar, Sun, Cao) and Iowa State University (Zheng)

SNN-Based Online Learning of Concepts and Action Laws in an Open World

Christel Grimaud, Dominique Longin, Andreas Herzig

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Counterfactual-based Agent Influence Ranker for Agentic AI Workflows

Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein

机构 * Fujitsu Research of Europe, UK（富士通欧洲研究中心） 纠错

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

Comments Accepted to EMNLP 2025, 27 pages, 6 figures

MAD-Fact: A Multi-Agent Debate Framework for Long-Form Factuality Evaluation in LLMs

Yucheng Ning, Xixun Lin, Fang Fang, Yanan Cao

机构 * Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100085, China（中国科学院信息工程研究所） ； School of Cyber Security, University of Chinese Academy of Sciences, Beijing 100049, China（中国科学院大学网络安全学院） 纠错

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

Comments The article has been accepted by Frontiers of Computer Science (FCS), with the DOI: {10.1007/s11704-025-51369-x}

Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation

Thomas Cook, Richard Osuagwu, Liman Tsatiashvili, Vrynsia Vrynsia, Koustav Ghosal, Maraim Masoud, Riccardo Mattivi

机构 * Mastercard, Ireland 纠错

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

Comments Keywords: RAG Agentic AI Fintech NLP KB Domain-Specific Ontology Query Understanding

Socio-cognitive agent-oriented evolutionary algorithm with trust-based optimization

Aleksandra Urbańczyk, Krzysztof Czech, Piotr Urbańczyk, Marek Kisiel-Dorohinicki, Aleksander Byrski

专题命中 Agent评测 ：agent(title,abstract)

Comments 15 pages, 2 figures, 4 tables

Journal ref Computational Science - ICCS 2025 Workshops, Lecture Notes in Computer Science, 15907, 249-264

Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents

Jiayi Kuang, Yinghui Li, Xin Zhang, Yangning Li, Di Yin, Xing Sun, Ying Shen, Philip S. Yu

机构 * Youtu-LLM Team, Tencent Youtu Lab（腾讯优设实验室） ； Sun Yat-sen University（中山大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

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

Automating Benchmark Design

Amanda Dsouza, Harit Vishwakarma, Zhengyang Qi, Justin Bauer, Derek Pham, Thomas Walshe, Armin Parchami, Frederic Sala, Paroma Varma

机构 * Snorkel AI ； Dept. of Computer Sciences, University of Wisconsin-Madison（计算机科学系，威斯康星大学麦迪逊分校） 纠错

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

Dynamic Beamforming and Power Allocation in ISAC via Deep Reinforcement Learning

Duc Nguyen Dao, André B. J. Kokkeler, Haibin Zhang, Yang Miao

专题命中 Agent评测 ：agent(abstract)

Comments 7 pages, 7 figures

Dynamical symmetry breaking in geometrodynamics

Alcides Garat

专题命中 Agent评测 ：agent(abstract)

Comments This is the published version of the manuscript

Journal ref Teor.Mat.Fiz. 195 (2018) no.2, 313-328, Theor.Math.Phys. 195 (2018) no.2, 764-776

The influence of the random numbers quality on the results in stochastic simulations and machine learning

Benjamin A. Antunes

专题命中 Agent评测 ：agent(abstract)

Minimum time consensus for damped second order agents using Gröbner basis

Akansha Rautela, Deepak U. Patil, Ameer Mulla, Indra Narayan Kar

专题命中 Agent评测 ：agent(abstract)

On Robust Popular Matchings with Tie-Bounded Preferences and Stable Matchings with Two-Sided Ties

Koustav De

专题命中 Agent评测 ：agent(abstract)