AI Agent - arXivDaily 专题

2304.13004 2023-04-26 cs.AI cs.MA 88%

Centralized control for multi-agent RL in a complex Real-Time-Strategy game

Roger Creus Castanyer

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

2304.12532 2023-04-26 cs.MA cs.AI cs.SY eess.SY 88%

SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning

Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan

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

Comments 8 pages,6 figures, Accepted by IJCNN2023

2301.03398 2023-04-12 cs.RO cs.AI 88%

Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration

Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang

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

Comments This paper is accepted by AAMAS 2023. The source code can be found in https://github.com/yang-xy20/async_mappo

2304.04346 2023-04-11 cs.AI cs.MA cs.SY eess.SY math.OC 88%

A Novel Point-based Algorithm for Multi-agent Control Using the Common Information Approach

Dengwang Tang, Ashutosh Nayyar, Rahul Jain

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

Comments 11 pages, 4 figures

2304.04217 2023-04-11 cs.AI cs.MA cs.RO 88%

The Study of Highway for Lifelong Multi-Agent Path Finding

Ming-Feng Li, Min Sun

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

2304.01223 2023-04-06 eess.SY cs.LG cs.SY 88%

Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm

Jiankai Gao, Yang Li, Bin Wang, Haibo Wu

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

Comments Accepted by Energies

Journal ref Energies 16 (2023) 3248

2104.09343 2023-04-06 cs.LG cs.SY eess.SY 88%

Approximated Multi-Agent Fitted Q Iteration

Antoine Lesage-Landry, Duncan S. Callaway

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

2304.02005 2023-04-05 cs.AI cs.MA cs.SY eess.SY 88%

Risk-Aware Distributed Multi-Agent Reinforcement Learning

Abdullah Al Maruf, Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran

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

2304.01210 2023-04-05 cs.NI cs.AI 88%

Distributed Multi-Agent Deep Q-Learning for Fast Roaming in IEEE 802.11ax Wi-Fi Systems

Ting-Hui Wang, Li-Hsiang Shen, Kai-Ten Feng

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

2304.00755 2023-04-04 cs.AI 88%

Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles

Xianghua Zeng, Hao Peng, Angsheng Li

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

Comments 9 pages, 8 figures,2 references

2303.18157 2023-04-03 cs.NI cs.LG cs.MA 88%

MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering

Guillermo Bernárdez, José Suárez-Varela, Albert López, Xiang Shi, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio

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

Comments IEEE Transactions on Cognitive Communications and Networking (2023). arXiv admin note: text overlap with arXiv:2109.01445

2303.15299 2023-03-28 eess.SY cs.AI cs.SY 88%

Resilient Output Consensus Control of Heterogeneous Multi-agent Systems against Byzantine Attacks: A Twin Layer Approach

Xin Gong, Yiwen Liang, Yukang Cui, Shi Liang, Tingwen Huang

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

2303.12823 2023-03-24 eess.SY cs.AI cs.SY 88%

Data-Driven Leader-following Consensus for Nonlinear Multi-Agent Systems against Composite Attacks: A Twins Layer Approach

Xin Gong, Jintao Peng, Dong Yang, Zhan Shu, Tingwen Huang, Yukang Cui

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

2303.10733 2023-03-21 cs.AI cs.MA 88%

Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning

Yat Long Lo, Christian Schroeder de Witt, Samuel Sokota, Jakob Nicolaus Foerster, Shimon Whiteson

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

Comments The 11th International Conference on Learning Representations (ICLR)

2303.10692 2023-03-21 cs.CV cs.AI 88%

Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning

Chaofan Ma, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang

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

Comments Accepted by IEEE Transactions on Medical Imaging

Journal ref IEEE Transactions on Medical Imaging, vol. 40, no. 10, pp. 2563-2574, Oct. 2021

2208.09099 2023-03-21 cs.MA cond-mat.mtrl-sci cs.LG 88%

Scalable Multi-Agent Lab Framework for Lab Optimization

A. Gilad Kusne, Austin McDannald

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

2303.09058 2023-03-17 cs.AI 88%

SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning

Shuhan Qi, Shuhao Zhang, Qiang Wang, Jiajia Zhang, Jing Xiao, Xuan Wang

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

Comments 13 pages, 9 figures

2303.08003 2023-03-15 cs.AI cs.NI 88%

Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks

Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek

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

Comments IEEE International Conference on Communications (ICC) 2023

2210.02300 2023-03-15 cs.RO cs.AI cs.MA 88%

Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios

Zhili Zhang, Songyang Han, Jiangwei Wang, Fei Miao

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

Comments This paper has been accepted by the 2023 IEEE International Conference on Robotics and Automation (ICRA 2023). 6 pages, 5 figures

2303.03376 2023-03-07 cs.LG cs.MA 88%

MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning

Mikayel Samvelyan, Akbir Khan, Michael Dennis, Minqi Jiang, Jack Parker-Holder, Jakob Foerster, Roberta Raileanu, Tim Rocktäschel

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

Comments International Conference on Learning Representations (ICLR) 2023

2210.12896 2023-03-07 cs.AI 88%

Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning

Shijie Han, Siyuan Li, Bo An, Wei Zhao, Peng Liu

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

2303.01768 2023-03-06 cs.LG cs.MA 88%

Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning

Jihwan Oh, Joonkee Kim, Minchan Jeong, Se-Young Yun

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

Comments AAMAS2023 camera-ready version. First two authors contributed equally

2303.00912 2023-03-03 cs.MA cs.AI 88%

Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning

Woojun Kim, Youngchul Sung

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

Journal ref AAMAS-2023

2303.00451 2023-03-02 cs.MA cs.AI 88%

A Variational Approach to Mutual Information-Based Coordination for Multi-Agent Reinforcement Learning

Woojun Kim, Whiyoung Jung, Myungsik Cho, Youngchul Sung

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

Comments arXiv admin note: text overlap with arXiv:2006.02732

2211.15612 2023-03-02 cs.LG 88%

Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning

Qi Tian, Kun Kuang, Furui Liu, Baoxiang Wang

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

2111.00345 2023-03-02 cs.AI cs.MA 88%

Multi-Agent Advisor Q-Learning

Sriram Ganapathi Subramanian, Matthew E. Taylor, Kate Larson, Mark Crowley

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

Comments Paper has been accepted to Journal of Artificial Intelligence Research (JAIR). Please refer to https://jair.org/index.php/jair/article/view/13445 for JAIR version. The most recent version includes two illustrative figures that pictorially describes the settings of the two algorithms (i.e., ADMIRAL-DM and ADMIRAL-AE)

2103.13446 2023-02-28 cs.LG cs.MA cs.RO 88%

ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture

Ryan Kortvelesy, Amanda Prorok

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

Comments ICRA 2021

2302.12826 2023-02-27 cs.LG cs.MA 88%

Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning

Ryan Kortvelesy, Steven Morad, Amanda Prorok

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

Comments AAMAS 2023

2302.12592 2023-02-27 cs.AI 88%

Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning

Liang Wang, Zhuangkun Wei, Weisi Guo

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

Comments 6 pages

2103.04982 2023-02-23 cs.MA cs.AI cs.GT 88%

A multi-agent reinforcement learning model of reputation and cooperation in human groups

Kevin R. McKee, Edward Hughes, Tina O. Zhu, Martin J. Chadwick, Raphael Koster, Antonio Garcia Castaneda, Charlie Beattie, Thore Graepel, Matt Botvinick, Joel Z. Leibo

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

1. 多智能体 14943 篇

Centralized control for multi-agent RL in a complex Real-Time-Strategy game

SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning

Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration

A Novel Point-based Algorithm for Multi-agent Control Using the Common Information Approach

The Study of Highway for Lifelong Multi-Agent Path Finding

Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm

Approximated Multi-Agent Fitted Q Iteration

Risk-Aware Distributed Multi-Agent Reinforcement Learning

Distributed Multi-Agent Deep Q-Learning for Fast Roaming in IEEE 802.11ax Wi-Fi Systems

Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles

MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering

Resilient Output Consensus Control of Heterogeneous Multi-agent Systems against Byzantine Attacks: A Twin Layer Approach

Data-Driven Leader-following Consensus for Nonlinear Multi-Agent Systems against Composite Attacks: A Twins Layer Approach

Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning

Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning

Scalable Multi-Agent Lab Framework for Lab Optimization

SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning

Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks

Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios

MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning

Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning

Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning

Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning

A Variational Approach to Mutual Information-Based Coordination for Multi-Agent Reinforcement Learning

Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning

Multi-Agent Advisor Q-Learning

ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture

Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning

Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning

A multi-agent reinforcement learning model of reputation and cooperation in human groups