AI Agent

Traceability and Accountability in Role-Specialized Multi-Agent LLM Pipelines

Amine Barrak

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； Oakland University（奥克兰大学） 纠错

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

Journal ref 2025 40th ACM/IEEE International Conference on Automated Software Engineering Workshops

$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks

Rana Muhammad Shahroz Khan, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen

机构 * University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校） ； Arizona State University（亚利桑那州立大学） ； Cisco（思科） 纠错

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

Climate Surrogates for Scalable Multi-Agent Reinforcement Learning: A Case Study with CICERO-SCM

Oskar Bohn Lassen, Serio Angelo Maria Agriesti, Filipe Rodrigues, Francisco Camara Pereira

机构 * Technical University of Denmark（丹麦技术大学） 纠错

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

MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference

Zheyuan Zhang, Lin Ge, Hongjiang Li, Weicheng Zhu, Chuxu Zhang, Yanfang Ye

机构 * University of Notre Dame（诺丁汉大学） ； University of Connecticut（康奈尔大学） ； Amazon（亚马逊） 纠错

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

Multi-Agent Analysis of Off-Exchange Public Information for Cryptocurrency Market Trend Prediction

Kairan Hong, Jinling Gan, Qiushi Tian, Yanglinxuan Guo, Rui Guo, Runnan Li

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

Network Topology and Information Efficiency of Multi-Agent Systems: Study based on MARL

Xinren Zhang, Sixi Cheng, Zixin Zhong, Jiadong Yu

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

Learning Equilibria from Data: Provably Efficient Multi-Agent Imitation Learning

Till Freihaut, Luca Viano, Volkan Cevher, Matthieu Geist, Giorgia Ramponi

机构 * University of Zurich（苏黎世大学） ； EPFL（苏黎世联邦理工学院） ； Earth Species Project（地球物种项目） 纠错

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

Opponent Shaping in LLM Agents

Marta Emili Garcia Segura, Stephen Hailes, Mirco Musolesi

机构 * Department of Computer Science, University College London（计算机科学系，伦敦大学学院） ； Centre for Artificial Intelligence, University College London（人工智能中心，伦敦大学学院） ； Department of Computer Science, University of Bologna（计算机科学系，博洛尼亚大学） 纠错

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

Comments 29 pages, 15 figures, 15 tables

Mephisto: Self-Improving Large Language Model-Based Agents for Automated Interpretation of Multi-band Galaxy Observations

Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai

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

Comments 17 pages main text + 13 pages appendix. A conference abstract is available at arXiv:2409.14807. Submitted to AAS journal. Comments and feedback are welcome!

Simulating Teams with LLM Agents: Interactive 2D Environments for Studying Human-AI Dynamics

Mohammed Almutairi, Charles Chiang, Haoze Guo, Matthew Belcher, Nandini Banerjee, Maria Milkowski, Svitlana Volkova, Daniel Nguyen, Tim Weninger, Michael Yankoski, Trenton W. Ford, Diego Gomez-Zara

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

Comments 29 pages

Confident-Knowledge Diversity Drives Human-Human and Human-AI Free Discussion Synergy and Reveals Pure-AI Discussion Shortfalls

Tom Sheffer, Alon Miron, Asael Sklar, Yaniv Dover, Ariel Goldstein

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

Strategic Communication under Threat: Learning Information Trade-offs in Pursuit-Evasion Games

Valerio La Gatta, Dolev Mutzari, Sarit Kraus, VS Subrahmanian

专题命中 多智能体 ：agent(abstract)；分类 cs.AI

Comments 15 pages, 13 figures