AI Agent

Physics-Informed Neural Controlled Differential Equations for Scalable Long Horizon Multi-Agent Motion Forecasting

Shounak Sural, Charles Kekeh, Wenliang Liu, Federico Pecora, Mouhacine Benosman

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Amazon Robotics（亚马逊机器人） 纠错

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

Semantic-Driven AI Agent Communications: Challenges and Solutions

Kaiwen Yu, Mengying Sun, Zhijin Qin, Xiaodong Xu, Ping Yang, Yue Xiao, Gang Wu

机构 * National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China（中国电子科技大学无线通信国家重点实验室） ； State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications（北京邮电大学网络与交换技术国家重点实验室） ； Department of Broad band Communication, Peng Cheng Laboratory（鹏城实验室宽带通信部门） ； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； State Key Laboratory of Space Network and Communications, Beijing（北京空间网络与通信国家重点实验室） ； Beijing National Research Center for Information Science and Technology, Beijing（北京信息科学与技术国家研究中心） 纠错

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

MAVUL: Multi-Agent Vulnerability Detection via Contextual Reasoning and Interactive Refinement

Youpeng Li, Kartik Joshi, Xinda Wang, Eric Wong

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

Comments Accepted by The 7th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (IEEE TPS 2025)

MAGIC-MASK: Multi-Agent Guided Inter-Agent Collaboration with Mask-Based Explainability for Reinforcement Learning

Maisha Maliha, Dean Hougen

机构 * School of Computer Science University of Oklahoma（计算机科学学院俄克拉荷马大学） 纠错

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

Comments 16 pages, 3 figures

Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions

Mohammad Almansoori, Komal Kumar, Hisham Cholakkal

机构 * Mohamed bin Zayed University of Artificial Intelligence（Mohamed bin Zayed人工智能大学） 纠错

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

Comments 14 page, 4 figures, 61 references, presented in MICCAI (Oral)

Asynchronous Nonlinear Sheaf Diffusion for Multi-Agent Coordination

Yichen Zhao, Tyler Hanks, Hans Riess, Samuel Cohen, Matthew Hale, James Fairbanks

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

Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development

Yuxuan Wan, Tingshuo Liang, Jiakai Xu, Jingyu Xiao, Yintong Huo, Michael R. Lyu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Columbia University in the City of New York（哥伦比亚大学） ； Singapore Management University（新加坡管理学院） 纠错

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

Learning to Lead Themselves: Agentic AI in MAS using MARL

Ansh Kamthan

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

Comments Exploring foundational behaviours of agentic ai using MARL 39 pages - 25 minute read, 5 tables, 24 equation, 9 figures

An Agent-Based Framework for Automated Higher-Voice Harmony Generation

Nia D'Souza Ganapathy, Arul Selvamani Shaja

机构 * Bombay International School, Mumbai（孟买国际学校） ； Cisco Systems, Inc.（思科系统公司） 纠错

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

Networked Control and Mean Field Problems Under Diagonal Dominance: Decentralized and Social Optimality

Vivek Khatana, Duo Wang, Petros Voulgaris, Nicola Elia, Naira Hovakimyan

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

Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence Rates

Daniil Vankov, Angelia Nedich, Lalitha Sankar

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