AI Agent - arXivDaily 专题

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/

2309.06021 2023-09-13 cs.LG cs.MA eess.SP 89%

Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks

Marwa Chafii, Salmane Naoumi, Reda Alami, Ebtesam Almazrouei, Mehdi Bennis, Merouane Debbah

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

2308.12503 2023-08-29 cs.AI cs.HC cs.MA 89%

CGMI: Configurable General Multi-Agent Interaction Framework

Shi Jinxin, Zhao Jiabao, Wang Yilei, Wu Xingjiao, Li Jiawen, He Liang

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

Comments 11 pages, 15 figures

2007.07461 2023-08-10 cs.LG cs.GT cs.MA math.OC stat.ML 89%

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity

Kaiqing Zhang, Sham M. Kakade, Tamer Başar, Lin F. Yang

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

Comments Updated version accepted to Journal of Machine Learning Research (JMLR)

2307.11432 2023-07-24 cs.LG cs.MA cs.SY eess.SY 89%

An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems

Marwan Mousa, Damien van de Berg, Niki Kotecha, Ehecatl Antonio del Rio-Chanona, Max Mowbray

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

2305.11510 2023-05-22 cs.AI cs.MA cs.RO 89%

Terraforming -- Environment Manipulation during Disruptions for Multi-Agent Pickup and Delivery

David Vainshtein, Yaakov Sherma, Kiril Solovey, Oren Salzman

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

2305.03632 2023-05-08 cs.AI cs.MA cs.RO 89%

Improving LaCAM for Scalable Eventually 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 IJCAI-23

2302.14188 2023-05-02 cs.RO cs.AI cs.SY eess.SY 89%

Exposure-Based Multi-Agent Inspection of a Tumbling Target Using Deep Reinforcement Learning

Joshua Aurand, Steven Cutlip, Henry Lei, Kendra Lang, Sean Phillips

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

2303.17422 2023-03-31 cs.AI cs.MA cs.RO 89%

Robust Multi-Agent Pickup and Delivery with Delays

Giacomo Lodigiani, Nicola Basilico, Francesco Amigoni

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

2301.04446 2023-01-12 cs.MA cs.AI cs.RO 89%

An Efficient Approach to the Online Multi-Agent Path Finding Problem by Using Sustainable Information

Mingkai Tang, Boyi Liu, Yuanhang Li, Hongji Liu, Ming Liu, Lujia Wang

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

2212.02064 2022-12-06 cs.AI 89%

E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance

Can Chang, Ni Mu, Jiajun Wu, Ling Pan, Huazhe Xu

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

2209.02633 2022-11-29 cs.LG cs.MA cs.SY eess.SY 89%

Energy Management of Multi-mode Hybrid Electric Vehicles based on Hand-shaking Multi-agent Learning

Min Hua, Zhi Li, Quan Zhou

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

2210.01766 2022-10-05 cs.AI 89%

Multi-Agent Chance-Constrained Stochastic Shortest Path with Application to Risk-Aware Intelligent Intersection

Majid Khonji, Rashid Alyassi, Wolfgang Merkt, Areg Karapetyan, Xin Huang, Sungkweon Hong, Jorge Dias, Brian Williams

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

2209.10775 2022-09-23 cs.RO cs.AI 89%

MUI-TARE: Multi-Agent Cooperative Exploration with Unknown Initial Position

Jingtian Yan, Xingqiao Lin, Zhongqiang Ren, Shiqi Zhao, Jieqiong Yu, Chao Cao, Peng Yin, Ji Zhang, Sebastian Scherer

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

Comments 8 pages, 8 figures, Submitted to IEEE RAL

2203.07676 2022-08-03 cs.AI cs.MA 89%

An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility

Lukas M. Schmidt, Johanna Brosig, Axel Plinge, Bjoern M. Eskofier, Christopher Mutschler

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

Comments 8 pages, 2 figures

2207.01752 2022-07-07 cs.AI cs.RO 89%

Plan Execution for Multi-Agent Path Finding with Indoor Quadcopters

Matouš Kulhan, Pavel Surynek

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

2107.01689 2022-06-23 cs.LG 89%

Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning

Jackson A. Killian, Lily Xu, Arpita Biswas, Milind Tambe

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

Comments 16 pages, 4 figures

1. 多智能体 14880 篇

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

Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks

CGMI: Configurable General Multi-Agent Interaction Framework

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity

An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems

Terraforming -- Environment Manipulation during Disruptions for Multi-Agent Pickup and Delivery

Improving LaCAM for Scalable Eventually Optimal Multi-Agent Pathfinding

Exposure-Based Multi-Agent Inspection of a Tumbling Target Using Deep Reinforcement Learning

Robust Multi-Agent Pickup and Delivery with Delays

An Efficient Approach to the Online Multi-Agent Path Finding Problem by Using Sustainable Information

E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance

Energy Management of Multi-mode Hybrid Electric Vehicles based on Hand-shaking Multi-agent Learning

Multi-Agent Chance-Constrained Stochastic Shortest Path with Application to Risk-Aware Intelligent Intersection

MUI-TARE: Multi-Agent Cooperative Exploration with Unknown Initial Position

An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility

Plan Execution for Multi-Agent Path Finding with Indoor Quadcopters

Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning