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Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents

23 February 2018

Tong Zhang

Papers citing "Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents"

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Title
FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systems Frederico Metelo Alexandre Oliveira Stevo Racković Pedro Ákos Costa Cláudia Soares OffRL FedML 58 0 0 03 Jun 2025
IISE PG&E Energy Analytics Challenge 2025: Hourly-Binned Regression Models Beat Transformers in Load Forecasting Millend Roy Vladimir Pyltsov Yinbo Hu 85 0 0 16 May 2025
Community-based Multi-Agent Reinforcement Learning with Transfer and Active Exploration Zhaoyang Shi OffRL 70 0 0 14 May 2025
Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR Shahbaz P Qadri Syed He Bai 67 0 0 29 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Weinan Zhang OffRL 163 5 0 21 Apr 2025
Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL Songyuan Zhang Oswin So Mitchell Black Zachary Serlin Chuchu Fan 64 0 0 21 Apr 2025
A Framework for Objective-Driven Dynamical Stochastic Fields Yibo Jacky Zhang Sanmi Koyejo AI4CE 82 0 0 18 Apr 2025
An Efficient Approach for Cooperative Multi-Agent Learning Problems Ángel Aso-Mollar Eva Onaindia 87 0 0 07 Apr 2025
Learning Closed-Loop Parametric Nash Equilibria of Multi-Agent Collaborative Field Coverage Jushan Chen Santiago Paternain 127 0 0 14 Mar 2025
Fully-Decentralized MADDPG with Networked Agents Diego Bolliger Lorenz Zauter Robert Ziegler 74 0 0 09 Mar 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Abdelhakim Benechehab Hamza Cherkaoui Albert Thomas Balázs Kégl 96 0 0 21 Feb 2025
Provably Robust Federated Reinforcement Learning Minghong Fang Xilong Wang Neil Zhenqiang Gong FedML 131 0 0 12 Feb 2025
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures Ashab Uddin Ahmed Hamdi Sakr Ning Zhang OffRL 104 0 0 10 Feb 2025
An Advantage-based Optimization Method for Reinforcement Learning in Large Action Space Hai Lin Cheng Huang Zhihong Chen OffRL 106 0 0 17 Dec 2024
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Yue Jin Shuangqing Wei Giovanni Montana 159 0 0 16 Dec 2024
Scalable spectral representations for multi-agent reinforcement learning in network MDPs Tongzheng Ren Runyu Zhang Bo Dai 99 0 0 22 Oct 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 131 5 0 03 Oct 2024
On the Hardness of Decentralized Multi-Agent Policy Evaluation under Byzantine Attacks Hairi Minghong Fang Zifan Zhang Alvaro Velasquez Jia Liu AAML 92 1 0 19 Sep 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 134 15 0 19 Aug 2024
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies Alex DeWeese Guannan Qu 83 3 0 10 Jun 2024
A finite time analysis of distributed Q-learning Han-Dong Lim Donghwan Lee OffRL 80 0 0 23 May 2024
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing Amutheezan Sivagnanam Ava Pettet Hunter Lee Ayan Mukhopadhyay Abhishek Dubey Aron Laszka 119 0 0 21 May 2024
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning Tianchen Zhou Fnu Hairi Haibo Yang Jia-Wei Liu Tian Tong Fan Yang Michinari Momma Yan Gao 134 1 0 05 May 2024
Natural Policy Gradient and Actor Critic Methods for Constrained Multi-Task Reinforcement Learning Sihan Zeng Thinh T. Doan Justin Romberg 86 0 0 03 May 2024
SwarmRL: Building the Future of Smart Active Systems S. Tovey Christoph Lohrmann Tobias Merkt David Zimmer Konstantin Nikolaou Simon Koppenhoefer Anna Bushmakina Jonas Scheunemann Christian Holm AI4CE 120 2 0 25 Apr 2024
Delay-Aware Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control with Model-based Stability Enhancement Jiaqi Liu Ziran Wang Peng Hang Jian Sun 90 3 0 24 Apr 2024
Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems Xiaofei Wang Yunfeng Zhao Chao Qiu Qinghua Hu Victor C. M. Leung 89 7 0 20 Apr 2024
Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update Fnu Hairi Zifan Zhang Jia-Wei Liu 63 2 0 23 Mar 2024
Federated reinforcement learning for robot motion planning with zero-shot generalization Zhenyuan Yuan Siyuan Xu Minghui Zhu FedML 88 1 0 20 Mar 2024
Distributed Policy Gradient for Linear Quadratic Networked Control with Limited Communication Range Yuzi Yan Yuan-Chung Shen 63 1 0 05 Mar 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing Haobin Jiang Ziluo Ding Zongqing Lu 82 3 0 03 Feb 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 96 3 0 10 Jan 2024
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering Robert Muller Hasan Turalic Thomy Phan Michael Kolle Jonas Nusslein Claudia Linnhoff-Popien OffRL 101 1 0 07 Jan 2024
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient Xingzhou Lou Junge Zhang Timothy J. Norman Kaiqi Huang Yali Du 70 1 0 25 Dec 2023
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property Ioannis Anagnostides Ioannis Panageas Gabriele Farina Tuomas Sandholm 98 3 0 19 Dec 2023
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects Min Hua Dong Chen Xinda Qi Kun Jiang Z. Liu Quan Zhou Hongming Xu 77 10 0 18 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 80 10 0 15 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 107 34 0 08 Dec 2023
Networked Multiagent Safe Reinforcement Learning for Low-carbon Demand Management in Distribution Network Jichen Zhang Linwei Sang Yinliang Xu Hongbin Sun 37 16 0 27 Nov 2023
Decentralised Q-Learning for Multi-Agent Markov Decision Processes with a Satisfiability Criterion Keshav P. Keval Vivek Borkar 14 0 0 21 Nov 2023
Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning Yao Zhang Zhiwen Yu Jun Zhang Liang Wang Tom H. Luan Bin Guo Chau Yuen 35 3 0 07 Nov 2023
DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints Raheeb Hassan K. M. S. Wadith Md. Mamun-or Rashid Md. Mosaddek Khan 66 2 0 22 Oct 2023
Impact of Relational Networks in Multi-Agent Learning: A Value-Based Factorization View Yasin Findik Paul Robinette Kshitij Jerath S. Ahmadzadeh 60 7 0 19 Oct 2023
Influence of Team Interactions on Multi-Robot Cooperation: A Relational Network Perspective Yasin Findik Hamid Osooli Paul Robinette Kshitij Jerath S. Ahmadzadeh 64 5 0 19 Oct 2023
Graph-based Decentralized Task Allocation for Multi-Robot Target Localization Juntong Peng Hrishikesh Viswanath Kshitij Tiwari Aniket Bera 100 7 0 16 Sep 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 75 7 0 22 Aug 2023
MARLIM: Multi-Agent Reinforcement Learning for Inventory Management Rémi Leluc Elie Kadoche A. Bertoncello Sébastien Gourvénec 67 2 0 03 Aug 2023
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning Xiufeng Huang Sheng Zhou 117 1 0 18 Jul 2023
Multi-Player Zero-Sum Markov Games with Networked Separable Interactions Chanwoo Park Kai Zhang Asuman Ozdaglar 80 8 0 13 Jul 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 106 21 0 12 Jul 2023