AI Agent - arXivDaily 专题

2510.25179 2025-10-30 cs.AI 90%

Agentic Moderation: Multi-Agent Design for Safer Vision-Language Models

Juan Ren, Mark Dras, Usman Naseem

机构 * School of Computing, Macquarie University, Australia（计算机学院，麦考瑞大学，澳大利亚）

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

2502.04864 2025-10-30 cs.MA cs.AI cs.LG cs.RO 88%

Redistributing Rewards Across Time and Agents for Multi-Agent Reinforcement Learning

Aditya Kapoor, Kale-ab Tessera, Mayank Baranwal, Harshad Khadilkar, Jan Peters, Stefano Albrecht, Mingfei Sun

机构 * University of Manchester（曼彻斯特大学）； University of Edinburgh（爱丁堡大学）； IIT, Bombay（孟买理工学院）； TU Darmstadt（德累斯顿技术大学）

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

Comments 16 pages, 4 figures, 4 tables

2412.04233 2025-10-30 cs.LG cs.AI cs.MA 88%

HyperMARL: Adaptive Hypernetworks for Multi-Agent RL

Kale-ab Abebe Tessera, Arrasy Rahman, Amos Storkey, Stefano V. Albrecht

机构 * School of Informatics, University of Edinburgh（爱丁堡大学信息学院）； School of Computer Science, University of Texas at Austin（德克萨斯大学奥斯汀分校计算机科学学院）； DeepFlow

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

Comments To appear at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025). A preliminary version of this work was presented at the CoCoMARL workshop, RLC 2025

2510.01617 2025-10-30 cs.CL 88%

AMAS: Adaptively Determining Communication Topology for LLM-based Multi-Agent System

Hui Yi Leong, Yuheng Li, Yuqing Wu, Wenwen Ouyang, Wei Zhu, Jiechao Gao, Wei Han

机构 * Johns Hopkins University（约翰霍普金斯大学）； Carnegie Mellon University（卡内基梅隆大学）； University of Hong Kong（香港大学）； Stanford University（斯坦福大学）

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

Comments Accepted by EMNLP-2025

2510.25394 2025-10-30 cs.LO 88%

A proof-theoretic approach to uniform interpolation property of multi-agent modal logic

Youan Su

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

2510.24760 2025-10-30 cs.CL cs.AI 81%

Dingtalk DeepResearch: A Unified Multi Agent Framework for Adaptive Intelligence in Enterprise Environments

Mengyuan Chen, Chengjun Dai, Xinyang Dong, Chengzhe Feng, Kewei Fu, Jianshe Li, Zhihan Peng, Yongqi Tong, Junshao Zhang, Hong Zhu

机构 * Industrial Brain Team, Dingtalk, Alibaba Group（钉钉工业大脑团队，钉钉，阿里巴巴集团）

专题命中多智能体：agent(title,abstract)；分类 cs.AI、cs.CL

2510.25595 2025-10-30 cs.CL cs.AI 68%

Communication and Verification in LLM Agents towards Collaboration under Information Asymmetry

Run Peng, Ziqiao Ma, Amy Pang, Sikai Li, Zhang Xi-Jia, Yingzhuo Yu, Cristian-Paul Bara, Joyce Chai

机构 * University of Michigan（密歇根大学）； UNC, Chapel Hill（北卡罗来纳大学教堂山分校）； Georgia Tech（佐治亚理工学院）； Apple（苹果公司）； Robert Bosch SRL（博世股份有限公司）； Babeş-Bolyai University（巴贝什-博耶亚大学）

专题命中多智能体：planning(abstract)；分类 cs.AI、cs.CL；agent(comments)；multi-agent(comments)

Comments Workshop on Multi-Agent System @ ICML 2025

2510.25212 2025-10-30 cs.MA 67%

Collaborative Scheduling of Time-dependent UAVs,Vehicles and Workers for Crowdsensing in Disaster Response

Lei Han, Jinhao Zhang, Jinhui Liu, Zhiyong Yu, Liang Wang, Quan Wang, Zhiwen Yu

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

1. 多智能体 8 篇