AI Agent

Multi-Agent Reinforcement Learning for Deadlock Handling among Autonomous Mobile Robots

Marcel Müller

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

Comments for associated repositories, see https://github.com/Nerozud/dl_reference_models and https://github.com/Nerozud/FTS_simpel

Bridging the Prototype-Production Gap: A Multi-Agent System for Notebooks Transformation

Hanya Elhashemy, Youssef Lotfy, Yongjian Tang

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

ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System

Dong Han, Zhehong Ai, Pengxiang Cai, Shanya Lu, Jianpeng Chen, Zihao Ye, Shuzhou Sun, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Tao Xu, Yuqiang Li, Shufei Zhang

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Tongji University（同济大学） ； The University of Hong Kong（香港大学） ； Fudan University（复旦大学） 纠错

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

Hybrid Training for Enhanced Multi-task Generalization in Multi-agent Reinforcement Learning

Mingliang Zhang, Sichang Su, Chengyang He, Guillaume Sartoretti

机构 * National University of Singapore（新加坡国立大学） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

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

Comments NeurIPS 2025 ARLET Workshop

JPRO: Automated Multimodal Jailbreaking via Multi-Agent Collaboration Framework

Yuxuan Zhou, Yang Bai, Kuofeng Gao, Tao Dai, Shu-Tao Xia

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

Multi-Agent AI Framework for Road Situation Detection and C-ITS Message Generation

Kailin Tong, Selim Solmaz, Kenan Mujkic, Gottfried Allmer, Bo Leng

机构 * Virtual Vehicle Research GmbH（虚拟车辆研究有限公司） ； ASFINAG Maut Service GmbH（ASFINAG收费服务有限公司） ； Tongji University（同济大学） 纠错

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

Comments submitted to TRA 2026

A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs

Milena Trajanoska, Riste Stojanov, Dimitar Trajanov

机构 * University Ss. Cyril and Methodius（西里尔和美多修大学） 纠错

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

Comments The 1st GOBLIN Workshop on Knowledge Graph Technologies https://www.dbpedia.org/events/goblin25-workshop/

Journal ref The 1st GOBLIN Workshop on Knowledge Graph Technologies, June 12, 2025 in Leipzig, Germany

Discourse Graph Guided Document Translation with Large Language Models

Viet-Thanh Pham, Minghan Wang, Hao-Han Liao, Thuy-Trang Vu

机构 * Department of Data Science & AI, Monash University（数据科学与人工智能系，莫纳什大学） 纠错

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

A Low-Rank Method for Vision Language Model Hallucination Mitigation in Autonomous Driving

Keke Long, Jiacheng Guo, Tianyun Zhang, Hongkai Yu, Xiaopeng Li

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

Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute

Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Wanli Ouyang, Shuyue Hu

机构 * State Key Laboratory for Novel Software Technology（新型软件技术国家重点实验室） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； The University of Auckland（奥克兰大学） ； The Pennsylvania State University（宾夕法尼亚州立大学） 纠错

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

Journal ref AAAI2026

Coherency Analysis in Nonlinear Heterogeneous Power Networks: A Blended Dynamics Approach

Yixuan Liu, Yingzhu Liu, Pengcheng You

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

RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment

Xuanzhong Chen, Ye Jin, Xiaohao Mao, Lun Wang, Shuyang Zhang, Ting Chen

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

Comments AAAI2026 Oral

GAIA: A General Agency Interaction Architecture for LLM-Human B2B Negotiation & Screening

Siming Zhao, Qi Li

机构 * Alibaba.com US E-Commerce（阿里巴巴美国电子商务） ； Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.AI