AI Agent - arXivDaily 专题

2404.04735 2024-07-24 cs.AI cs.CL cs.MA 88%

MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems

Bin Lei, Yi Zhang, Shan Zuo, Ali Payani, Caiwen Ding

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

2311.17371 2024-07-19 cs.CL cs.AI 88%

Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs

Andries Smit, Paul Duckworth, Nathan Grinsztajn, Thomas D. Barrett, Arnu Pretorius

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

Comments 2 pages, 13 figures

2402.14851 2024-07-12 cs.CL cs.AI cs.DB 88%

$R^3$: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks

Hanchen Xia, Feng Jiang, Naihao Deng, Cunxiang Wang, Guojiang Zhao, Rada Mihalcea, Yue Zhang

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

Comments 12 pages, 2 figures, 8 tables

2312.04854 2024-07-12 cs.CL cs.AI 88%

Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

Haotian Wang, Xiyuan Du, Weijiang Yu, Qianglong Chen, Kun Zhu, Zheng Chu, Lian Yan, Yi Guan

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

Comments 18 pages, 10 figures, work in progress

2403.07559 2024-07-11 cs.MA cs.AI cs.LG cs.RO 88%

Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding

Huijie Tang, Federico Berto, Jinkyoo Park

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

Comments Accepted to 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)

2407.05800 2024-07-09 cs.LG cs.AI cs.CV cs.DC 88%

FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging

Pranab Sahoo, Ashutosh Tripathi, Sriparna Saha, Samrat Mondal

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

Comments Accepted to MICCAI 2024

2407.02759 2024-07-04 cs.LG cs.AI 88%

Multi-Scenario Combination Based on Multi-Agent Reinforcement Learning to Optimize the Advertising Recommendation System

Yang Zhao, Chang Zhou, Jin Cao, Yi Zhao, Shaobo Liu, Chiyu Cheng, Xingchen Li

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

Comments Accepted by 2024 5th International Conference on Artificial Intelligence and Electromechanical Automation IEEE (ISBN: 979-8-3503-6617-4)

2312.10256 2024-07-04 cs.MA cs.AI cs.LG 88%

Multi-agent Reinforcement Learning: A Comprehensive Survey

Dom Huh, Prasant Mohapatra

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

2402.03741 2024-06-27 cs.LG cs.AI cs.CR 88%

SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems

Oubo Ma, Yuwen Pu, Linkang Du, Yang Dai, Ruo Wang, Xiaolei Liu, Yingcai Wu, Shouling Ji

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

Comments To appear in the ACM Conference on Computer and Communications Security (CCS'24), October 14-18, 2024, Salt Lake City, UT, USA

2406.17425 2024-06-26 cs.LG cs.AI cs.CR cs.MA 88%

CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems

Zhen Chen, Yong Liao, Youpeng Zhao, Zipeng Dai, Jian Zhao

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

2406.06823 2024-06-12 cs.LG cs.AI cs.MA math.OC 88%

Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies

Alex DeWeese, Guannan Qu

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

Comments Accepted to International Conference on Machine Learning 2024

2406.06500 2024-06-11 cs.AI cs.LG 88%

Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation

Mohidul Haque Mridul, Mohammad Foysal Khan, Redwan Ahmed Rizvee, Md Mosaddek Khan

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

2406.02890 2024-06-06 cs.MA cs.AI cs.LG 88%

Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning

Dom Huh, Prasant Mohapatra

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

2405.20018 2024-05-31 cs.MA cs.CL cs.LG 88%

Safe Multi-agent Reinforcement Learning with Natural Language Constraints

Ziyan Wang, Meng Fang, Tristan Tomilin, Fei Fang, Yali Du

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

Comments 23 pages, 6 figures

2205.12880 2024-05-31 cs.MA cs.AI cs.LG 88%

Trust-based Consensus in Multi-Agent Reinforcement Learning Systems

Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi

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

Comments Accepted for publication in proceedings of the first Reinforcement Learning Conference (RLC 2024)

2405.18110 2024-05-29 cs.LG cs.AI cs.MA 88%

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning

Xinran Li, Zifan Liu, Shibo Chen, Jun Zhang

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

Comments Accepted by the Forty-first International Conference on Machine Learning

2308.11842 2024-05-28 cs.MA cs.AI cs.LG 88%

${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning

Dingyang Chen, Qi Zhang

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

2405.15054 2024-05-27 cs.MA cs.AI cs.LG cs.RO 88%

Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning

Matteo Bettini, Ryan Kortvelesy, Amanda Prorok

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

2207.03902 2024-05-24 cs.LG cs.AI cs.MA 88%

Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning

Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song

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

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

2310.09833 2024-05-22 cs.LG cs.AI 88%

Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization

Simin Li, Ruixiao Xu, Jingqiao Xiu, Yuwei Zheng, Pu Feng, Yaodong Yang, Xianglong Liu

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

Comments arXiv admin note: text overlap with arXiv:2310.00339

2405.11347 2024-05-21 cs.SE cs.AI 88%

Cooperative Multi-agent Approach for Automated Computer Game Testing

Samira Shirzadeh-hajimahmood, I. S. W. B. Prasteya, Mehdi Dastani, Frank Dignum

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

2405.07621 2024-05-15 cs.LG cs.AI 88%

Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks

Kaushik Dey, Satheesh K. Perepu, Abir Das, Pallab Dasgupta

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

Comments Accepted in Netsoft-2024 conference

2401.14589 2024-05-14 cs.CL cs.AI 88%

Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias

Yu He Ke, Rui Yang, Sui An Lie, Taylor Xin Yi Lim, Hairil Rizal Abdullah, Daniel Shu Wei Ting, Nan Liu

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

Comments 21 pages, 3 figures

2405.05950 2024-05-10 cs.LG cs.AI cs.DM cs.MA stat.ML 88%

Federated Combinatorial Multi-Agent Multi-Armed Bandits

Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal

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

2405.03735 2024-05-08 cs.LG cs.AI cs.MA 88%

Select to Perfect: Imitating desired behavior from large multi-agent data

Tim Franzmeyer, Edith Elkind, Philip Torr, Jakob Foerster, Joao Henriques

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

Comments ICLR 2024

2306.07465 2024-05-06 cs.LG cs.AI cs.GT cs.MA stat.ML 88%

A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning

Haozhe Jiang, Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon S. Du

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

Comments 26 Pages, 2 figures

2405.00902 2024-05-03 cs.LG cs.AI cs.MA 88%

MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure

Zhicheng Zhang, Yancheng Liang, Yi Wu, Fei Fang

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

Comments Accepted to AAMAS 2024. 15 pages

2311.00865 2024-04-25 cs.LG cs.AI cs.MA cs.RO 88%

Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning

Matthias Gerstgrasser, Tom Danino, Sarah Keren

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

Comments published at NeurIPS 2023

Journal ref Advances in Neural Information Processing Systems, 36 (2023)

2404.13096 2024-04-23 cs.MA cs.AI cs.LG 88%

Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution

Yidong Bai, Toshiharu Sugawara

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

Comments 6 pages, 5 figures, Under review

2210.08872 2024-04-23 cs.AI cs.LG cs.MA 88%

PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning

Yiqun Chen, Hangyu Mao, Jiaxin Mao, Shiguang Wu, Tianle Zhang, Bin Zhang, Wei Yang, Hongxing Chang

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

Comments Accepted by IJCAI 2024

1. 多智能体 14795 篇

MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems

Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs

$R^3$: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks

Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System

Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding

FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging

Multi-Scenario Combination Based on Multi-Agent Reinforcement Learning to Optimize the Advertising Recommendation System

Multi-agent Reinforcement Learning: A Comprehensive Survey

SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems

CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems

Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies

Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation

Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning

Safe Multi-agent Reinforcement Learning with Natural Language Constraints

Trust-based Consensus in Multi-Agent Reinforcement Learning Systems

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning

${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning

Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning

Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning

Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization

Cooperative Multi-agent Approach for Automated Computer Game Testing

Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks

Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias

Federated Combinatorial Multi-Agent Multi-Armed Bandits

Select to Perfect: Imitating desired behavior from large multi-agent data

A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning

MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure

Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning

Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution

PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning