AI Agent - arXivDaily 专题

2505.12371 2025-10-31 cs.AI cs.CL cs.LG cs.MA 90%

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks

Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu

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

Comments Accepted by NeurIPS 2025 Datasets & Benchmarks Track

2510.25929 2025-10-31 cs.MA cs.AI 89%

Multi-Agent Reinforcement Learning for Market Making: Competition without Collusion

Ziyi Wang, Carmine Ventre, Maria Polukarov

机构 * King's College London（伦敦国王学院）

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

2510.26423 2025-10-31 cs.SE cs.CL 88%

Nexus: Execution-Grounded Multi-Agent Test Oracle Synthesis

Dong Huang, Mingzhe Du, Jie M. Zhang, Zheng Lin, Meng Luo, Qianru Zhang, See-Kiong Ng

机构 * NUS（新加坡国立大学）

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

Comments Under Review

2510.26740 2025-10-31 cs.MA cs.AI 88%

A General Incentives-Based Framework for Fairness in Multi-agent Resource Allocation

Ashwin Kumar, William Yeoh

机构 * Washington University in St Louis（圣路易斯华盛顿大学）

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

2510.25793 2025-10-31 cs.LG cs.IT math.IT 88%

Optimal Information Combining for Multi-Agent Systems Using Adaptive Bias Learning

Siavash M. Alamouti, Fay Arjomandi

机构 * IEEE Transactions on Information Theory（IEEE信息论交易）

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

Comments 22 pages, 2 Figures, 62 equations, 47 references

2510.23595 2025-10-31 cs.AI 88%

Multi-Agent Evolve: LLM Self-Improve through Co-evolution

Yixing Chen, Yiding Wang, Siqi Zhu, Haofei Yu, Tao Feng, Muhan Zhang, Mostofa Patwary, Jiaxuan You

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； Peking University（北京大学）； NVIDIA（英伟达）

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

Comments 29 pages, 4 figures

2510.26498 2025-10-31 cs.CL 84%

A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool

Adam E. Flanders, Yifan Peng, Luciano Prevedello, Robyn Ball, Errol Colak, Prahlad Menon, George Shih, Hui-Ming Lin, Paras Lakhani

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

Comments 29 pages, 3 figures, 4 tables

2510.26702 2025-10-31 cs.AI 70%

Delegated Authorization for Agents Constrained to Semantic Task-to-Scope Matching

Majed El Helou, Chiara Troiani, Benjamin Ryder, Jean Diaconu, Hervé Muyal, Marcelo Yannuzzi

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

Comments Paper page at https://outshift-open.github.io/ASTRA

2510.26396 2025-10-31 cs.AI 70%

A Pragmatic View of AI Personhood

Joel Z. Leibo, Alexander Sasha Vezhnevets, William A. Cunningham, Stanley M. Bileschi

机构 * Google DeepMind（谷歌DeepMind）； University of Toronto（多伦多大学）

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

Comments 40 pages

2510.24871 2025-10-31 eess.SY cs.SY 50%

Decentralized Merging Control of Connected and Automated Vehicles to Enhance Safety and Energy Efficiency using Control Barrier Functions

Shreshta Rajakumar Deshpande, Mrdjan Jankovic

专题命中多智能体：agent(abstract)

Comments This work has been submitted to a conference for possible publication and is under review. Paper summary: 8 pages, 5 figures, 2 tables

1. 多智能体 10 篇