AI Agent

Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought

Lingzhe Zhang, Tong Jia, Kangjin Wang, Weijie Hong, Chiming Duan, Minghua He, Ying Li

机构 * Peking University（北京大学） ； Alibaba Group（阿里巴巴集团） 纠错

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

cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending

Anirudh Satheesh, Keenan Powell, Hua Wei

机构 * Department of Computer Science, University of Maryland, College Park, Maryland, USA（美国马里兰大学计算机科学系） ； School of Computing and Augmented Intelligence, Arizona State University, Tempe, Arizona, USA（亚利桑那州立大学计算与增强智能学院） 纠错

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

Comments A shorter version has been accepted to the 2025 Conference on Information and Knowledge Management

Multi-Agent Penetration Testing AI for the Web

Isaac David, Arthur Gervais

机构 * University College London（伦敦大学学院） 纠错

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

Multi-cluster distributed optimization in open multi-agent systems over directed graphs with acknowledgement messages

Evagoras Makridis, Gabriele Oliva, Themistoklis Charalambous

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

Families' Vision of Generative AI Agents for Household Safety Against Digital and Physical Threats

Zikai Wen, Lanjing Liu, Yaxing Yao

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

Comments Accepted in Proc. ACM Hum.-Comput. Interact. 9, 7, Article CSCW

Finite-Time Guarantees for Multi-Agent Combinatorial Bandits with Nonstationary Rewards

Katherine B. Adams, Justin J. Boutilier, Qinyang He, Yonatan Mintz

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

Comments 41 pages, 8 figures

Vibe Coding: Is Human Nature the Ghost in the Machine?

Cory Knobel, Nicole Radziwill

专题命中 多智能体 ：agent(abstract)；AI agent(abstract)；planning(abstract)

Pareto Actor-Critic for Communication and Computation Co-Optimization in Non-Cooperative Federated Learning Services

Renxuan Tan, Rongpeng Li, Xiaoxue Yu, Xianfu Chen, Xing Xu, Zhifeng Zhao

机构 * College of Information Science and Electronic Engineering, Zhejiang University（浙江大学信息科学与电子工程学院） ； Shenzhen CyberAray Network Technology Co., Ltd, China（深圳 CyberAray 网络技术有限公司） ； Information and Communication Branch of State Grid Hebei Electric Power Co., Ltd, China（国网河北电力信息通信分部） ； Zhejiang Lab as well as Zhejiang University（浙江实验室以及浙江大学） 纠错

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

Neural Spline Operators for Risk Quantification in Stochastic Systems

Zhuoyuan Wang, Raffaele Romagnoli, Kamyar Azizzadenesheli, Yorie Nakahira

机构 * Department of Electrical and Computering Engineering, Carnegie Mellon University（电气与计算机工程系，卡内基梅隆大学） ； School of Science and Engineering, Department of Mathematics and Computer Science, Duquesne University（科学与工程学院，数学与计算机科学系，杜克森大学） 纠错

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