AI Agent - arXivDaily 专题

2410.15168 2024-10-22 cs.CL 88%

An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making

Xiutian Zhao, Ke Wang, Wei Peng

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

Comments Accepted to EMNLP 2024

2410.15137 2024-10-22 cs.LG cs.MA 88%

Collaborative State Fusion in Partially Known Multi-agent Environments

Tianlong Zhou, Jun Shang, Weixiong Rao

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

2410.14989 2024-10-22 cs.AI cs.RO 88%

AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model

Longtao Zhu, Hongyu Yang, Ge Song, Xin Ma, Yanxin Zhang, Yulong Ji

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

Comments 21 pages, 18 figures, 5 tables

2410.13909 2024-10-21 cs.SI cs.AI cs.MA 88%

Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures

Xinyi Li, Yu Xu, Yongfeng Zhang, Edward C. Malthouse

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

2312.14394 2024-10-21 cs.AI 88%

AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction

Tangwen Qian, Yile Chen, Gao Cong, Yongjun Xu, Fei Wang

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

Comments Accepted by ICDE 2024

2410.12889 2024-10-18 cs.MA cs.AI 88%

Using Protected Attributes to Consider Fairness in Multi-Agent Systems

Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black

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

2410.12720 2024-10-17 cs.MA cs.AI cs.DC 88%

HEnRY: A Multi-Agent System Framework for Multi-Domain Contexts

Emmanuele Lacavalla, Shuyi Yang, Riccardo Crupi, Joseph E. Gonzalez

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

2410.07283 2024-10-11 cs.MA cs.AI cs.CR 88%

Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

Donghyun Lee, Mo Tiwari

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

2405.18111 2024-10-10 cs.CL 88%

ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator

Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha

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

Comments 18 pages

2305.19118 2024-10-10 cs.CL 88%

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Tian Liang, Zhiwei He, Wenxiang Jiao, Xing Wang, Yan Wang, Rui Wang, Yujiu Yang, Shuming Shi, Zhaopeng Tu

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

Comments EMNLP 2024 (main conference)

2212.12561 2024-10-10 eess.SY cs.LG cs.MA cs.SY math.OC 88%

An active learning method for solving competitive multi-agent decision-making and control problems

Filippo Fabiani, Alberto Bemporad

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

Comments Python package available at https://github.com/bemporad/gnep-learn

2410.02664 2024-10-04 cs.AI cs.MA 88%

Grounded Answers for Multi-agent Decision-making Problem through Generative World Model

Zeyang Liu, Xinrui Yang, Shiguang Sun, Long Qian, Lipeng Wan, Xingyu Chen, Xuguang Lan

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

Comments The Thirty-eighth Annual Conference on Neural Information Processing Systems

2410.02584 2024-10-04 cs.CL cs.CY 88%

Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions

Angana Borah, Rada Mihalcea

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

Comments Accepted to EMNLP Findings 2024

2410.02516 2024-10-04 cs.MA cs.LG 88%

Learning Emergence of Interaction Patterns across Independent RL Agents in Multi-Agent Environments

Vasanth Reddy Baddam, Suat Gumussoy, Almuatazbellah Boker, Hoda Eldardiry

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

Comments 13 pages, 24 figures

2410.02506 2024-10-04 cs.MA cs.LG 88%

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Guibin Zhang, Yanwei Yue, Zhixun Li, Sukwon Yun, Guancheng Wan, Kun Wang, Dawei Cheng, Jeffrey Xu Yu, Tianlong Chen

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

2410.01954 2024-10-04 cs.LG cs.MA 88%

ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization

The Viet Bui, Thanh Hong Nguyen, Tien Mai

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

2410.01101 2024-10-03 cs.LG 88%

Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank

Wenhao Zhan, Scott Fujimoto, Zheqing Zhu, Jason D. Lee, Daniel R. Jiang, Yonathan Efroni

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

2409.19391 2024-10-01 cs.LG 88%

Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training

Pihe Hu, Shaolong Li, Zhuoran Li, Ling Pan, Longbo Huang

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

2409.14542 2024-09-24 cs.LG cs.MA eess.SP 88%

Distributionally Robust Inverse Reinforcement Learning for Identifying Multi-Agent Coordinated Sensing

Luke Snow, Vikram Krishnamurthy

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

2409.13571 2024-09-23 cs.MA cs.AI 88%

Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling

Jaeyeon Jang, Diego Klabjan, Han Liu, Nital S. Patel, Xiuqi Li, Balakrishnan Ananthanarayanan, Husam Dauod, Tzung-Han Juang

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

1906.00731 2024-09-23 math.OC cs.GT cs.LG cs.SY eess.SY 88%

Convergence Analysis of Gradient-Based Learning with Non-Uniform Learning Rates in Non-Cooperative Multi-Agent Settings

Benjamin Chasnov, Lillian J. Ratliff, Eric Mazumdar, Samuel A. Burden

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

2310.05932 2024-09-21 cs.MA cs.AI cs.SY eess.SY 88%

A Multi-Agent Systems Approach for Peer-to-Peer Energy Trading in Dairy Farming

Mian Ibad Ali Shah, Abdul Wahid, Enda Barrett, Karl Mason

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

Comments Proc. of the Artificial Intelligence for Sustainability, ECAI 2023, Eunika et al. (eds.), Sep 30- Oct 1, 2023, https://sites.google.com/view/ai4s. 2023

2311.07127 2024-09-17 cs.SI cs.AI 88%

Multi-agent Attacks for Black-box Social Recommendations

Shijie Wang, Wenqi Fan, Xiao-yong Wei, Xiaowei Mei, Shanru Lin, Qing Li

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

Comments Accepted by ACM TOIS

2409.07775 2024-09-13 cs.AI cs.CR 88%

A Spatiotemporal Stealthy Backdoor Attack against Cooperative Multi-Agent Deep Reinforcement Learning

Yinbo Yu, Saihao Yan, Jiajia Liu

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

Comments 6 pages, IEEE Globecom 2024

2409.06568 2024-09-11 cs.SE 88%

Think-on-Process: Dynamic Process Generation for Collaborative Development of Multi-Agent System

Leilei Lin, Yingming Zhou, Wenlong Chen, Chen Qian

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

2209.07437 2024-09-11 cs.LG cs.MA 88%

Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)

Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri

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

2408.15381 2024-09-11 cs.AI 88%

On Stateful Value Factorization in Multi-Agent Reinforcement Learning

Enrico Marchesini, Andrea Baisero, Rupali Bhati, Christopher Amato

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

Comments 22 pages, 9 figures, 4 tables

2304.12653 2024-09-10 cs.AI 88%

Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention

Min Yang, Guanjun Liu, Ziyuan Zhou

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

Journal ref Drones 2023, 7(7), 476

2409.03659 2024-09-09 cs.CL 88%

LLM-based multi-agent poetry generation in non-cooperative environments

Ran Zhang, Steffen Eger

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

Comments preprint

2404.07960 2024-09-06 cs.AI cs.CY 88%

Content Knowledge Identification with Multi-Agent Large Language Models (LLMs)

Kaiqi Yang, Yucheng Chu, Taylor Darwin, Ahreum Han, Hang Li, Hongzhi Wen, Yasemin Copur-Gencturk, Jiliang Tang, Hui Liu

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

Journal ref AIED 2024. Lecture Notes in Computer Science(), vol 14830. Springer, Cham

1. 多智能体 14943 篇

An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making

Collaborative State Fusion in Partially Known Multi-agent Environments

AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model

Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures

AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction

Using Protected Attributes to Consider Fairness in Multi-Agent Systems

HEnRY: A Multi-Agent System Framework for Multi-Domain Contexts

Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

An active learning method for solving competitive multi-agent decision-making and control problems

Grounded Answers for Multi-agent Decision-making Problem through Generative World Model

Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions

Learning Emergence of Interaction Patterns across Independent RL Agents in Multi-Agent Environments

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization

Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank

Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training

Distributionally Robust Inverse Reinforcement Learning for Identifying Multi-Agent Coordinated Sensing

Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling

Convergence Analysis of Gradient-Based Learning with Non-Uniform Learning Rates in Non-Cooperative Multi-Agent Settings

A Multi-Agent Systems Approach for Peer-to-Peer Energy Trading in Dairy Farming

Multi-agent Attacks for Black-box Social Recommendations

A Spatiotemporal Stealthy Backdoor Attack against Cooperative Multi-Agent Deep Reinforcement Learning

Think-on-Process: Dynamic Process Generation for Collaborative Development of Multi-Agent System

Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)

On Stateful Value Factorization in Multi-Agent Reinforcement Learning

Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention

LLM-based multi-agent poetry generation in non-cooperative environments

Content Knowledge Identification with Multi-Agent Large Language Models (LLMs)