AI Agent - arXivDaily 专题

2203.08975 2024-10-21 cs.MA cs.LG 89%

A Survey of Multi-Agent Deep Reinforcement Learning with Communication

Changxi Zhu, Mehdi Dastani, Shihan Wang

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

Comments 34 pages, 5 figures, 13 tables; published on Autonomous Agents and Multi-Agent Systems

Journal ref Auton. Agents Multi Agent Syst. 38(1): 4 (2024)

2407.18074 2024-10-08 cs.GT cs.LG cs.MA 89%

Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts

Dima Ivanov, Paul Dütting, Inbal Talgam-Cohen, Tonghan Wang, David C. Parkes

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

2407.09249 2024-10-01 cs.MA cs.AI 89%

Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems

Hanxiao Chen

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

Comments The paper abstract has been accepted by NeurIPS 2024 WiML Workshop.(https://www.wiml.org/events/wiml-workshop-%40-neurips-2024)

2409.10680 2024-09-18 cs.MA cs.AI 89%

Multi-agent Path Finding in Continuous Environment

Kristýna Janovská, Pavel Surynek

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

Comments The 36th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). 2024, In press

2409.03881 2024-09-09 cs.RO cs.AI cs.MA 89%

Multi-agent Path Finding for Mixed Autonomy Traffic Coordination

Han Zheng, Zhongxia Yan, Cathy Wu

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

2409.03789 2024-09-09 cs.CR cs.AI 89%

BreachSeek: A Multi-Agent Automated Penetration Tester

Ibrahim Alshehri, Adnan Alshehri, Abdulrahman Almalki, Majed Bamardouf, Alaqsa Akbar

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

Comments 7 pages, 6 figures

2409.01411 2024-09-04 eess.SY cs.AI cs.MA cs.RO cs.SY math.OC 89%

Performance-Aware Self-Configurable Multi-Agent Networks: A Distributed Submodular Approach for Simultaneous Coordination and Network Design

Zirui Xu, Vasileios Tzoumas

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

Comments Accepted to CDC 2024

2407.06985 2024-09-02 cs.AI 89%

PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods

Yiying Wang, Xiaojing Li, Binzhu Wang, Yueyang Zhou, Yingru Lin, Han Ji, Hong Chen, Jinshi Zhang, Fei Yu, Zewei Zhao, Song Jin, Renji Gong, Wanqing Xu

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

2404.16379 2024-09-02 cs.AI cs.MA cs.RO 89%

Optimal and Bounded Suboptimal Any-Angle Multi-agent Pathfinding

Konstantin Yakovlev, Anton Andreychuk, Roni Stern

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

Comments This is a pre-print version of the paper accepted to IROS 2024. Its main body is similar to the camera-ready version of the conference paper. In addition this pre-print contains Appendix

2408.15978 2024-08-29 cs.AI 89%

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp

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

2408.14527 2024-08-28 cs.RO cs.AI cs.MA 89%

Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses

Vassilissa Lehoux-Lebacque, Tomi Silander, Christelle Loiodice, Seungjoon Lee, Albert Wang, Sofia Michel

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

Comments Accepted to ECAI-2024. For related videos, see https://europe.naverlabs.com/research/publications/MAPF_IPP

2408.12496 2024-08-27 cs.AI cs.MA 89%

MEDCO: Medical Education Copilots Based on A Multi-Agent Framework

Hao Wei, Jianing Qiu, Haibao Yu, Wu Yuan

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

Journal ref ECCV 2024 Workshop

2407.10403 2024-07-18 cs.AI cs.RO 89%

Cooperative Reward Shaping for Multi-Agent Pathfinding

Zhenyu Song, Ronghao Zheng, Senlin Zhang, Meiqin Liu

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

Comments 10 pages,9 figures

2407.10022 2024-07-16 cs.AI cond-mat.mes-hall cond-mat.mtrl-sci cond-mat.stat-mech cs.MA 89%

AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence

Alireza Ghafarollahi, Markus J. Buehler

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

2407.09811 2024-07-16 cs.AI cs.HC q-bio.GN 89%

CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis

Yihang Xiao, Jinyi Liu, Yan Zheng, Xiaohan Xie, Jianye Hao, Mingzhi Li, Ruitao Wang, Fei Ni, Yuxiao Li, Jintian Luo, Shaoqing Jiao, Jiajie Peng

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

2406.09214 2024-06-14 cs.AI cs.MA 89%

Applying Multi-Agent Negotiation to Solve the Production Routing Problem With Privacy Preserving

Luiza Pellin Biasoto, Vinicius Renan de Carvalho, Jaime Simão Sichman

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

Comments The 15th Workshop on Optimization and Learning in Multiagent Systems

2406.01377 2024-06-04 cs.AI 89%

Multi-Agent Transfer Learning via Temporal Contrastive Learning

Weihao Zeng, Joseph Campbell, Simon Stepputtis, Katia Sycara

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

Comments 6 pages, 6 figures

Journal ref 2024 IEEE International Conference on Robotics and Automation (ICRA) 2024

2403.13421 2024-04-09 cs.RO cs.AI cs.MA 89%

Caching-Augmented Lifelong Multi-Agent Path Finding

Yimin Tang, Zhenghong Yu, Yi Zheng, T. K. Satish Kumar, Jiaoyang Li, Sven Koenig

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

2404.02183 2024-04-04 cs.SE cs.AI cs.CL cs.LG cs.MA 89%

Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Yoichi Ishibashi, Yoshimasa Nishimura

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

2312.00746 2024-03-01 cs.AI 89%

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games

Dekun Wu, Haochen Shi, Zhiyuan Sun, Bang Liu

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

2402.10803 2024-02-19 q-fin.CP cs.AI cs.GT cs.MA 89%

Modelling crypto markets by multi-agent reinforcement learning

Johann Lussange, Stefano Vrizzi, Stefano Palminteri, Boris Gutkin

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

2402.01135 2024-02-05 cs.IR cs.CL 89%

A Multi-Agent Conversational Recommender System

Jiabao Fang, Shen Gao, Pengjie Ren, Xiuying Chen, Suzan Verberne, Zhaochun Ren

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

2402.00334 2024-02-02 cs.MA cs.AI cs.RO 89%

Multi-agent Path Finding for Cooperative Autonomous Driving

Zhongxia Yan, Han Zheng, Cathy Wu

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

Comments 7 pages, 3 figures, IEEE International Conference on Robotics and Automation (ICRA), 2024

2208.10469 2024-01-30 cs.AI cs.GT cs.MA econ.TH 89%

Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL

Andreas A. Haupt, Phillip J. K. Christoffersen, Mehul Damani, Dylan Hadfield-Menell

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

2308.04292 2024-01-23 cs.AI cs.MA cs.RO 89%

Engineering LaCAM$^\ast$: Towards Real-Time, Large-Scale, and Near-Optimal Multi-Agent Pathfinding

Keisuke Okumura

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

Comments to be presented at AAMAS-24

2401.00315 2024-01-09 cs.AI cs.MA cs.RO 89%

Bidirectional Temporal Plan Graph: Enabling Switchable Passing Orders for More Efficient Multi-Agent Path Finding Plan Execution

Yifan Su, Rishi Veerapaneni, Jiaoyang Li

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

Comments Accepted by AAAI-2024

2312.07850 2023-12-14 cs.AI 89%

Large Language Model Enhanced Multi-Agent Systems for 6G Communications

Feibo Jiang, Li Dong, Yubo Peng, Kezhi Wang, Kun Yang, Cunhua Pan, Dusit Niyato, Octavia A. Dobre

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

Comments Submitted for possible journal publication

2311.11591 2023-11-21 cs.AI cs.HC 89%

DesignGPT: Multi-Agent Collaboration in Design

Shiying Ding, Xinyi Chen, Yan Fang, Wenrui Liu, Yiwu Qiu, Chunlei Chai

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

2311.00252 2023-11-02 cs.RO cs.LG cs.MA 89%

Active Neural Topological Mapping for Multi-Agent Exploration

Xinyi Yang, Yuxiang Yang, Chao Yu, Jiayu Chen, Jingchen Yu, Haibing Ren, Huazhong Yang, Yu Wang

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

Comments Accepted by Robotics and Automation Letters

2308.10848 2023-10-24 cs.CL 89%

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

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

Comments Under review. Code at https://github.com/OpenBMB/AgentVerse/

1. 多智能体 14777 篇

A Survey of Multi-Agent Deep Reinforcement Learning with Communication

Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts

Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems

Multi-agent Path Finding in Continuous Environment

Multi-agent Path Finding for Mixed Autonomy Traffic Coordination

BreachSeek: A Multi-Agent Automated Penetration Tester

Performance-Aware Self-Configurable Multi-Agent Networks: A Distributed Submodular Approach for Simultaneous Coordination and Network Design

PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods

Optimal and Bounded Suboptimal Any-Angle Multi-agent Pathfinding

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses

MEDCO: Medical Education Copilots Based on A Multi-Agent Framework

Cooperative Reward Shaping for Multi-Agent Pathfinding

AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence

CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis

Applying Multi-Agent Negotiation to Solve the Production Routing Problem With Privacy Preserving

Multi-Agent Transfer Learning via Temporal Contrastive Learning

Caching-Augmented Lifelong Multi-Agent Path Finding

Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games

Modelling crypto markets by multi-agent reinforcement learning

A Multi-Agent Conversational Recommender System

Multi-agent Path Finding for Cooperative Autonomous Driving

Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL

Engineering LaCAM$^\ast$: Towards Real-Time, Large-Scale, and Near-Optimal Multi-Agent Pathfinding

Bidirectional Temporal Plan Graph: Enabling Switchable Passing Orders for More Efficient Multi-Agent Path Finding Plan Execution

Large Language Model Enhanced Multi-Agent Systems for 6G Communications

DesignGPT: Multi-Agent Collaboration in Design

Active Neural Topological Mapping for Multi-Agent Exploration

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors