AI Agent

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Weizhen Li, Jianbo Lin, Zhuosong Jiang, Jingyi Cao, Xinpeng Liu, Jiayu Zhang, Zhenqiang Huang, Qianben Chen, Weichen Sun, Qiexiang Wang, Hongxuan Lu, Tianrui Qin, Chenghao Zhu, Yi Yao, Shuying Fan, Xiaowan Li, Tiannan Wang, Pai Liu, King Zhu, He Zhu, Dingfeng Shi, Piaohong Wang, Yeyi Guan, Xiangru Tang, Minghao Liu, Yuchen Eleanor Jiang, Jian Yang, Jiaheng Liu, Ge Zhang, Wangchunshu Zhou

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

Comments 51 pages

CausalPlan: Empowering Efficient LLM Multi-Agent Collaboration Through Causality-Driven Planning

Minh Hoang Nguyen, Van Dai Do, Dung Nguyen, Thin Nguyen, Hung Le

机构 * Applied Artificial Intelligence Initiative (A 2 I 2 )（应用人工智能倡议） ； Deakin University（德金大学） 纠错

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

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems

Chiranjit Mitra

机构 * Independent Researcher（独立研究者） 纠错

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

Comments 9 pages, 6 figures

RED.AI Id-Pattern: First Results of Stone Deterioration Patterns with Multi-Agent Systems

Daniele Corradetti, José Delgado Rodrigues

机构 * STAP Reabilitação Estrutural, SA（STAP结构修复有限公司） ； Grupo de Fisica Matematica, Instituto Superior Tecnico（数学物理小组，技术高级学院） ； Consultant in Conservation of Cultural Heritage（文化遗产保护顾问） 纠错

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

Comments 11 pages, 1 figure, 1 table. Contribution for REEACH 2025 Symposium

Structured Prompting and Multi-Agent Knowledge Distillation for Traffic Video Interpretation and Risk Inference

Yunxiang Yang, Ningning Xu, Jidong J. Yang

机构 * Smart Mobility and Infrastructure Lab（智能移动与基础设施实验室） ； College of Engineering, University of Georgia（工程学院，佐治亚大学） 纠错

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

Comments 16 pages, 10 figures, 1 table

Towards safe control parameter tuning in distributed multi-agent systems

Abdullah Tokmak, Thomas B. Schön, Dominik Baumann

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

Comments Accepted to CDC 2025

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration

Cheng Liu, Daou Zhang, Tingxu Liu, Yuhan Wang, Jinyang Chen, Yuexuan Li, Xinying Xiao, Chenbo Xin, Ziru Wang, Weichao Wu

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

MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene Representation

Tianchen Deng, Guole Shen, Xun Chen, Shenghai Yuan, Hongming Shen, Guohao Peng, Zhenyu Wu, Jingchuan Wang, Lihua Xie, Danwei Wang, Hesheng Wang, Weidong Chen

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

WHALES: A Multi-Agent Scheduling Dataset for Enhanced Cooperation in Autonomous Driving

Yinsong Wang, Siwei Chen, Ziyi Song, Sheng Zhou

机构 * Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； State Key Laboratory of Intelligent Green Vehicle and Mobility, Tsinghua University（清华大学智能绿色车辆与移动性国家重点实验室） 纠错

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

BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web

Zihan Guo, Yuanjian Zhou, Chenyi Wang, Linlin You, Minjie Bian, Weinan Zhang

机构 * Shanghai Innovation Institute（上海创新研究院） ； Sun Yat-sen University（中山大学） ； Zhejiang University（浙江大学） ； Shanghai Data Group Co., Ltd（上海数据集团有限公司） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments A technical report with 21 pages, 3 figures, and 3 tables

Expertise-aware Multi-LLM Recruitment and Collaboration for Medical Decision-Making

Liuxin Bao, Zhihao Peng, Xiaofei Zhou, Runmin Cong, Jiyong Zhang, Yixuan Yuan

机构 * School of Automation, Hangzhou Dianzi University（杭州电子大学自动化学院） ； School of Control Science and Engineering, Shandong University（山东大学控制科学与工程学院） ； Department of Electronic Engineering, Chinese University of Hong Kong（香港中文大学电子工程系） 纠错

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

Comments 14 pages

Goal-Directedness is in the Eye of the Beholder

Nina Rajcic, Anders Søgaard

机构 * University of Copenhagen, Department of Philosophy（哥本哈根大学哲学系） ； University of Copenhagen, Department of Computer Science（哥本哈根大学计算机科学系） 纠错

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

Comments Submitted to Conference and Workshop on Neural Information Processing Systems 2025