AI Agent

Beyond Automation: Socratic AI, Epistemic Agency, and the Implications of the Emergence of Orchestrated Multi-Agent Learning Architectures

Peer-Benedikt Degen, Igor Asanov

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

AutoIAD: Manager-Driven Multi-Agent Collaboration for Automated Industrial Anomaly Detection

Dongwei Ji, Bingzhang Hu, Yi Zhou

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

ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis

Huiya Zhao, Yinghao Zhu, Zixiang Wang, Yasha Wang, Junyi Gao, Liantao Ma

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

Comments Code: https://github.com/PKU-AICare/ConfAgents

Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development

Ming Shen, Raphael Shu, Anurag Pratik, James Gung, Yubin Ge, Monica Sunkara, Yi Zhang

机构 * Arizona State University（亚利桑那州立大学） ； Amazon Web Services（亚马逊网络服务） 纠错

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

Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework

Daniel J. Tan, Qianyi Xu, Kay Choong See, Dilruk Perera, Mengling Feng

机构 * National University of Singapore（新加坡国立大学） 纠错

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

LLM-based Multi-Agent Copilot for Quantum Sensor

Rong Sha, Binglin Wang, Jun Yang, Xiaoxiao Ma, Chengkun Wu, Liang Yan, Chao Zhou, Jixun Liu, Guochao Wang, Shuhua Yan, Lingxiao Zhu

机构 * National University of Defense Technology（国防科技大学） 纠错

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

Comments 13 pages,4 figures

Towards Language-Augmented Multi-Agent Deep Reinforcement Learning

Maxime Toquebiau, Jae-Yun Jun, Faïz Benamar, Nicolas Bredeche

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

Comments Accespted at the European Conference on Artificial Intelligence 2025

Data-Driven Distributed Output Synchronization of Heterogeneous Discrete-Time Multi-Agent Systems

Giulio Fattore, Maria Elena Valcher

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

Comments Extended version of the conference paper accepted for presentation at 64th IEEE Conference on Decision and Control. Compared to the previous version, some typos have been corrected, and the proof of Lemma 13 in the appendix has been expanded

Multi-Agents Based on Large Language Models for Knowledge-based Visual Question Answering

Zhongjian Hu, Peng Yang, Bing Li, Zhenqi Wang

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

Comments We would like to withdraw this submission due to ongoing internal review and coordination among the author team. Upon the supervisor's recommendation, we have decided to delay public dissemination until the manuscript undergoes further refinement and aligns with our intended academic trajectory

Simulating Human-Like Learning Dynamics with LLM-Empowered Agents

Yu Yuan, Lili Zhao, Wei Chen, Guangting Zheng, Kai Zhang, Mengdi Zhang, Qi Liu

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

NomicLaw: Emergent Trust and Strategic Argumentation in LLMs During Collaborative Law-Making

Asutosh Hota, Jussi P. P. Jokinen

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

Getting out of the Big-Muddy: Escalation of Commitment in LLMs

Emilio Barkett, Olivia Long, Paul Kröger

机构 * Columbia University（哥伦比亚大学） 纠错

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

BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs

Yifan Su, Rishi Veerapaneni, Jiaoyang Li

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

An Explainable Natural Language Framework for Identifying and Notifying Target Audiences In Enterprise Communication

Vítor N. Lourenço, Mohnish Dubey, Yunfei Bai, Audrey Depeige, Vivek Jain

机构 * Amazon, London, United Kingdom ； Fluminense Federal University, Rio de Janeiro, Brazil ； Amazon, Seattle, United States ； Amazon, Luxembourg, Luxembourg 纠错

专题命中 多智能体 ：planning(abstract)；分类 cs.AI

Comments Accepted to publication at the 24th International Semantic Web Conference Industry Track, ISWC 2025

UniTalker: Conversational Speech-Visual Synthesis

Yifan Hu, Rui Liu, Yi Ren, Xiang Yin, Haizhou Li

专题命中 多智能体 ：agent(abstract)

Comments 15 pages, 8 figures, Accepted by ACM MM 2025