AI Agent

Multi-Agent Optimization and Learning: A Non-Expansive Operators Perspective

Nicola Bastianello, Luca Schenato, Ruggero Carli

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Towards Agentic AI on Particle Accelerators

Antonin Sulc, Thorsten Hellert, Raimund Kammering, Hayden Hoschouer, Jason St. John

机构 * Helmholtz Zentrum Berlin（柏林海德堡中心） ； LBNL（劳伦斯伯克利国家实验室） ； DESY（德意志电子同步辐射研究中心） ； FNAL（费米国家加速器实验室） 纠错

专题命中 多智能体 ：agentic(title)；agent(abstract)；autonomous agent(abstract)；multi-agent(abstract)

Comments 5 pages, 3 figures, Machine Learning and the Physical Sciences at Workshop at the 38th conference on Neural Information Processing Systems (NeurIPS)

Journal ref Machine Learning and the Physical Sciences Workshop at the 38th conference on Neural Information Processing Systems (NeurIPS) December 15, 2024

Fair Resource Allocation for Fleet Intelligence

Oguzhan Baser, Kaan Kale, Po-han Li, Sandeep Chinchali

机构 * Wireless Networking Communications Group (WNCG) Department of Electrical ； Computer Engineering The University of Texas at Austin Email 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.LG

Comments This paper has been accepted for presentation at the 2025 IEEE Global Communications Conference (GLOBECOM 2025)

MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games

Anran Hu, Junzi Zhang

机构 * Department of IEOR, Columbia University（哥伦比亚大学工业工程与运营研究系） ； Mathematical Institute, University of Oxford（牛津大学数学系） ； Citadel Securities（Citadel证券公司） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.LG

Q-Learning-Driven Adaptive Rewiring for Cooperative Control in Heterogeneous Networks

Yi-Ning Weng, Hsuan-Wei Lee

机构 * Department of Accounting, National Taiwan University, Taiwan（台湾大学会计系） ； College of Health, Lehigh University, USA（莱斯大学健康学院） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 40 pages, 9 figures

MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration

Siyuan Lu, Jiaqi Shao, Bing Luo, Tao Lin

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

On the Perturbed Projection-Based Distributed Gradient-Descent Algorithm: A Fully-Distributed Adaptive Redesign

Tarek Bazizi, Mohamed Maghenem, Paolo Frasca, Antonio Lorìa, Elena Panteley

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Crosstalk-Resilient Beamforming for Movable Antenna Enabled Integrated Sensing and Communication

Zeyuan Zhang, Yue Xiu, Zheng Dong, Jiacheng Yin, Maurice J. Khabbaz, Chadi Assi, Ning Wei

专题命中 多智能体 ：agent(abstract)

Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms

Gohar Irfan Chaudhry, Esha Choukse, Haoran Qiu, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini

机构 * MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） ； Microsoft Azure Research -- Systems（微软Azure研究系统） ； Microsoft Azure（微软Azure） 纠错

专题命中 工作流自动化 ：workflow(title,abstract)；agentic(title,abstract)；agent(abstract)；分类 cs.AI、cs.SE

A-SEA3L-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer Generation

Kesen Wang, Daulet Toibazar, Pedro J. Moreno

机构 * Humain 纠错

专题命中 工作流自动化 ：workflow(title,abstract)；agentic(abstract)；分类 cs.AI、cs.CL

RepoForge: Training a SOTA Fast-thinking SWE Agent with an End-to-End Data Curation Pipeline Synergizing SFT and RL at Scale

Zhilong Chen, Chengzong Zhao, Boyuan Chen, Dayi Lin, Yihao Chen, Arthur Leung, Gopi Krishnan Rajbahadur, Gustavo A. Oliva, Haoxiang Zhang, Aaditya Bhatia, Chong Chun Yong, Ahmed E. Hassan

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

Euclid Quick Data Release (Q1). First detections from the galaxy cluster workflow

Euclid Collaboration, S. Bhargava, C. Benoist, A. H. Gonzalez, M. Maturi, J. -B. Melin, S. A. Stanford, E. Munari, M. Vannier, C. Murray, S. Maurogordato, A. Biviano, J. Macias-Perez, J. G. Bartlett, F. Pacaud, A. Widmer, M. Meneghetti, B. Sartoris, M. Aguena, G. Alguero, S. Andreon, S. Bardelli, L. Baumont, M. Bolzonella, R. Cabanac, A. Cappi, G. Castignani, C. Combet, J. Comparat, S. Farrens, Z. Ghaffari, P. A. Giles, C. Giocoli, M. Girardi, N. A. Hatch, L. Ingoglia, A. Iovino, G. A. Mamon, S. Mei, L. Moscardini, S. Mourre, J. Odier, G. W. Pratt, P. Tarrío, G. Toni, J. Weller, E. Zucca, N. Aghanim, B. Altieri, A. Amara, N. Auricchio, C. Baccigalupi, M. Baldi, A. Balestra, P. Battaglia, F. Bellagamba, A. Bonchi, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, V. Capobianco, C. Carbone, J. Carretero, S. Casas, M. Castellano, S. Cavuoti, K. C. Chambers, A. Cimatti, C. Colodro-Conde, G. Congedo, C. J. Conselice, L. Conversi, Y. Copin, F. Courbin, H. M. Courtois, M. Cropper, A. Da Silva, H. Degaudenzi, G. De Lucia, A. M. Di Giorgio, C. Dolding, H. Dole, F. Dubath, C. A. J. Duncan, X. Dupac, S. Dusini, A. Ealet, S. Escoffier, M. Farina, R. Farinelli, F. Faustini, S. Ferriol, F. Finelli, P. Fosalba, S. Fotopoulou, M. Frailis, E. Franceschi, M. Fumana, S. Galeotta, K. George, B. Gillis, P. Gómez-Alvarez, J. Gracia-Carpio, B. R. Granett, A. Grazian, F. Grupp, L. Guzzo, S. Gwyn, S. V. H. Haugan, J. Hoar, H. Hoekstra, W. Holmes, F. Hormuth, A. Hornstrup, P. Hudelot, S. Ilić, K. Jahnke, M. Jhabvala, B. Joachimi, E. Keihänen, S. Kermiche, A. Kiessling, M. Kilbinger, B. Kubik, K. Kuijken, M. Kümmel, M. Kunz, H. Kurki-Suonio, Q. Le Boulc'h, A. M. C. Le Brun, D. Le Mignant, P. Liebing, S. Ligori, P. B. Lilje, V. Lindholm, I. Lloro, G. Mainetti, D. Maino, E. Maiorano, O. Mansutti, S. Marcin, O. Marggraf, M. Martinelli, N. Martinet, F. Marulli, R. Massey, E. Medinaceli, M. Melchior, Y. Mellier, E. Merlin, G. Meylan, A. Mora, M. Moresco, R. Nakajima, C. Neissner, R. C. Nichol, S. -M. Niemi, J. W. Nightingale, C. Padilla, S. Paltani, F. Pasian, K. Pedersen, W. J. Percival, V. Pettorino, S. Pires, G. Polenta, M. Poncet, L. A. Popa, L. Pozzetti, F. Raison, R. Rebolo, A. Renzi, J. Rhodes, G. Riccio, E. Romelli, M. Roncarelli, R. Saglia, Z. Sakr, A. G. Sánchez, D. Sapone, J. A. Schewtschenko, P. Schneider, T. Schrabback, A. Secroun, E. Sefusatti, G. Seidel, S. Serrano, P. Simon, C. Sirignano, G. Sirri, J. Skottfelt, L. Stanco, J. Steinwagner, P. Tallada-Crespí, A. N. Taylor, I. Tereno, S. Toft, R. Toledo-Moreo, F. Torradeflot, I. Tutusaus, L. Valenziano, J. Valiviita, T. Vassallo, G. Verdoes Kleijn, A. Veropalumbo, Y. Wang, A. Zacchei, G. Zamorani, F. M. Zerbi, V. Allevato, M. Ballardini, E. Bozzo, C. Burigana, P. Casenove, D. Di Ferdinando, J. A. Escartin Vigo, G. Fabbian, L. Gabarra, J. Martín-Fleitas, S. Matthew, N. Mauri, R. B. Metcalf, A. Pezzotta, M. Pöntinen, C. Porciani, I. Risso, V. Scottez, M. Sereno, M. Tenti, M. Viel, M. Wiesmann, Y. Akrami, I. T. Andika, S. Anselmi, M. Archidiacono, F. Atrio-Barandela, K. Benson, P. Bergamini, D. Bertacca, M. Bethermin, A. Blanchard, L. Blot, H. Böhringer, S. Borgani, M. L. Brown, S. Bruton, A. Calabro, B. Camacho Quevedo, F. Caro, C. S. Carvalho, T. Castro, Y. Charles, F. Cogato, A. R. Cooray, M. Costanzi, O. Cucciati, S. Davini, F. De Paolis, G. Desprez, A. Díaz-Sánchez, J. J. Diaz, S. Di Domizio, J. M. Diego, P. Dimauro, P. -A. Duc, A. Enia, Y. Fang, A. G. Ferrari, P. G. Ferreira, A. Finoguenov, A. Fontana, A. Franco, K. Ganga, J. García-Bellido, T. Gasparetto, E. Gaztanaga, F. Giacomini, F. Gianotti, G. Gozaliasl, M. Guidi, C. M. Gutierrez, A. Hall, W. G. Hartley, C. Hernández-Monteagudo, H. Hildebrandt, J. Hjorth, J. J. E. Kajava, Y. Kang, V. Kansal, D. Karagiannis, K. Kiiveri, C. C. Kirkpatrick, S. Kruk, J. Le Graet, L. Legrand, M. Lembo, F. Lepori, G. Leroy, G. F. Lesci, J. Lesgourgues, L. Leuzzi, T. I. Liaudat, S. J. Liu, A. Loureiro, G. Maggio, M. Magliocchetti, E. A. Magnier, F. Mannucci, R. Maoli, C. J. A. P. Martins, L. Maurin, M. Migliaccio, M. Miluzio, P. Monaco, A. Montoro, C. Moretti, G. Morgante, K. Naidoo, A. Navarro-Alsina, S. Nesseris, F. Passalacqua, K. Paterson, L. Patrizii, A. Pisani, D. Potter, S. Quai, M. Radovich, P. -F. Rocci, P. Rosati, S. Sacquegna, M. Sahlén, D. B. Sanders, E. Sarpa, J. Schaye, A. Schneider, M. Schultheis, D. Sciotti, E. Sellentin, L. C. Smith, K. Tanidis, G. Testera, R. Teyssier, S. Tosi, A. Troja, M. Tucci, C. Valieri, A. Venhola, D. Vergani, G. Verza, P. Vielzeuf, N. A. Walton, E. Soubrie, D. Scott

专题命中 工作流自动化 ：workflow(title,abstract)

Comments Paper accepted as part of the A&A Special Issue 'Euclid Quick Data Release (Q1),' 24 pages, 17 figures

Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics

Matthew Russo, Tim Kraska

机构 * MIT（麻省理工学院） 纠错

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

Comments 6 pages, 2 figures, submitted to CIDR'26

Learning what they think vs. learning what they do: The micro-foundations of vicarious learning

Sanghyun Park, Phanish Puranam

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Neutron star envelopes with machine learning: a single-hidden-layer neural network application

K. Kovlakas, D. De Grandis, N. Rea

专题命中 工作流自动化 ：workflow(abstract)

Comments 8 pages, 9 figures, accepted for publication in A&A; see also De Grandis, Kovlakas & Rea in press (10.1051/0004-6361/202554666)

Robust Survival Estimation under Interval Censoring: Expectation-Maximization and Bayesian Accelerated Failure Time Assessment via Simulation and Application

J. T. Korley

专题命中 工作流自动化 ：workflow(abstract)

Reinforcement Learning for Machine Learning Engineering Agents

Sherry Yang, Joy He-Yueya, Percy Liang

机构 * Stanford University（斯坦福大学） 纠错

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

Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions

Dhruvesh Patel, Aishwarya Sahoo, Avinash Amballa, Tahira Naseem, Tim G. J. Rudner, Andrew McCallum

专题命中 软件智能体 ：planning(abstract)；分类 cs.CL、cs.LG

Comments Additional related work. Code available at: https://dhruveshp.com/projects/ilm

An experience-based classification of quantum bugs in quantum software

Nils Quetschlich, Olivia Di Matteo

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments 25 pages, 4 figures. To appear in special issue of Computing, "Pivoting Quantum Computing Using Software Engineering Best Practices"

Preventing Inactive CBF Safety Filters Caused by Invalid Relative Degree Assumptions

Lukas Brunke, Siqi Zhou, Angela P. Schoellig

专题命中 软件智能体 ：agent(abstract)

Comments 8 pages, 4 figures, accepted for publication in the IEEE Transactions on Automatic Control

The Role of Embodiment in Intuitive Whole-Body Teleoperation for Mobile Manipulation

Sophia Bianchi Moyen, Rickmer Krohn, Sophie Lueth, Kay Pompetzki, Jan Peters, Vignesh Prasad, Georgia Chalvatzaki

机构 * Computer Science Department, TU Darmstadt（图恩-达姆施塔特大学计算机科学系） ； University of São Paulo（圣保罗大学） ； Centre for Cognitive Science, TU Darmstadt（图恩-达姆施塔特大学认知科学中心） ； Systems AI for Robot Learning, German Research Center for AI (DFKI)（德国人工智能研究中心（DFKI）机器人学习系统AI） 纠错

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

Comments 8 pages, 8 figures, Accepted at the IEEE-RAS International Conference on Humanoid Robots (Humanoids) 2025

Multi-layer Digital Twin System for Future Mobile Metaverse

Gaosheng Zhao, Dong In Kim

专题命中 GUI与网页智能体 ：agent(abstract)

Comments This article has been accepted for publication in IEEE Wireless Communications

When a Reinforcement Learning Agent Encounters Unknown Unknowns

Juntian Zhu, Miguel de Carvalho, Zhouwang Yang, Fengxiang He

机构 * University of Edinburgh（爱丁堡大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

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

Convergence of regularized agent-state-based Q-learning in POMDPs

Amit Sinha, Matthieu Geist, Aditya Mahajan

机构 * Department of Electrical and Computer Engineering, McGill University（麦吉尔大学电气与计算机工程系） ； Earth Species Project（地球物种计划） 纠错

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

Comments Accepted in CDC 2025

MPCritic: A plug-and-play MPC architecture for reinforcement learning

Nathan P. Lawrence, Thomas Banker, Ali Mesbah

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

Comments CDC 2025 final version

Faster and Better: Reinforced Collaborative Distillation and Self-Learning for Infrared-Visible Image Fusion

Yuhao Wang, Lingjuan Miao, Zhiqiang Zhou, Yajun Qiao, Lei Zhang

机构 * Yuhao Wang, Lingjuan Miao, Zhiqiang Zhou, Yajun Qiao, Lei Zhang（作者） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)

ADMM-Tracking Gradient for Distributed Optimization over Asynchronous and Unreliable Networks

Guido Carnevale, Nicola Bastianello, Giuseppe Notarstefano, Ruggero Carli

专题命中 记忆与上下文管理 ：agent(abstract)

Situating AI Agents in their World: Aspective Agentic AI for Dynamic Partially Observable Information Systems

Peter J. Bentley, Soo Ling Lim, Fuyuki Ishikawa

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

Comments 9 pages

Journal ref 7th International Workshop on Agent-Based Modelling of Human Behaviour (ABMHuB'25), ALife 2025

Securing AI Agents with Information-Flow Control

Manuel Costa, Boris Köpf, Aashish Kolluri, Andrew Paverd, Mark Russinovich, Ahmed Salem, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin

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

Simulacra Naturae: Generative Ecosystem driven by Agent-Based Simulations and Brain Organoid Collective Intelligence

Nefeli Manoudaki, Mert Toka, Iason Paterakis, Diarmid Flatley

机构 * Media Arts & Technology UC Santa Barbara（媒体艺术与技术大学圣芭芭拉分校） 纠错

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

Comments to be published in IEEE VISAP 2025