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Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
18 June 2020
Tabish Rashid
Gregory Farquhar
Bei Peng
Shimon Whiteson
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Papers citing
"Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning"
50 / 169 papers shown
Title
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Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL
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Oswin So
Mitchell Black
Zachary Serlin
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28
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QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?
Zhouyang Jiang
Bin Zhang
Airong Wei
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32
0
0
17 Apr 2025
Learning Multi-Robot Coordination through Locality-Based Factorized Multi-Agent Actor-Critic Algorithm
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Amrit Singh Bedi
Anjon Basak
Ellen Novoseller
Nick Waytowich
Priya Narayanan
Dinesh Manocha
Pratap Tokekar
47
0
0
24 Mar 2025
SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks
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Baekryun Seong
Sang-Ki Ko
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60
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0
14 Mar 2025
Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy
Ziqi Jia
Junjie Li
Xiaoyang Qu
Jianzong Wang
LLMAG
54
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0
13 Mar 2025
Boosting Offline Optimizers with Surrogate Sensitivity
Manh Cuong Dao
Phi Le Nguyen
Thao Nguyen Truong
Trong Nghia Hoang
OffRL
57
4
0
06 Mar 2025
Nucleolus Credit Assignment for Effective Coalitions in Multi-agent Reinforcement Learning
Yugu Li
Zehong Cao
Jianglin Qiao
Siyi Hu
36
0
0
01 Mar 2025
Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time
Zongyuan Li
Chang Lu
Xiaojie Xu
Runnan Qi
Yanan Ni
...
Xiangbei Liu
X. Zhang
Yongchun Fang
Kuihua Huang
Xian Guo
39
0
0
16 Feb 2025
Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning
Nikunj Gupta
James Zachary Hare
R. Kannan
Viktor Prasanna
GNN
76
0
0
06 Feb 2025
Mitigating Relative Over-Generalization in Multi-Agent Reinforcement Learning
Ting Zhu
Yue Jin
Jeremie Houssineau
Giovanni Montana
36
0
0
17 Nov 2024
An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces
Alex Beeson
David Ireland
Giovanni Montana
OffRL
43
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0
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Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
Zeyang Liu
Xinrui Yang
Shiguang Sun
Long Qian
Lipeng Wan
Xingyu Chen
Xuguang Lan
22
2
0
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Yun Qu
Boyuan Wang
Yuhang Jiang
Jianzhun Shao
Yixiu Mao
Cheems Wang
Chang Liu
Xiangyang Ji
46
4
0
03 Oct 2024
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training
Pihe Hu
Shaolong Li
Zhuoran Li
L. Pan
Longbo Huang
21
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Christopher Amato
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31
9
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Enrico Marchesini
Andrea Baisero
Rupali Bhati
Christopher Amato
OffRL
21
3
0
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On Centralized Critics in Multi-Agent Reinforcement Learning
Xueguang Lyu
Andrea Baisero
Yuchen Xiao
Brett Daley
Christopher Amato
OffRL
26
10
0
26 Aug 2024
Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems
Steve Yuwono
Dorothea Schwung
Andreas Schwung
31
0
0
12 Aug 2024
Asynchronous Credit Assignment Framework for Multi-Agent Reinforcement Learning
Yongheng Liang
Hejun Wu
Haitao Wang
Hao Cai
41
0
0
07 Aug 2024
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models
Xihe Qiu
Haoyu Wang
Xiaoyu Tan
Chao Qu
Yujie Xiong
Yuan-Chia Cheng
Yinghui Xu
Wei Chu
Yuan Qi
LLMAG
LM&Ro
40
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0
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Online Frequency Scheduling by Learning Parallel Actions
Anastasios Giovanidis
Mathieu Leconte
Sabrine Aroua
T. Kvernvik
David Sandberg
36
1
0
07 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning
Hyungho Na
IL-Chul Moon
41
1
0
30 May 2024
Configurable Mirror Descent: Towards a Unification of Decision Making
Pengdeng Li
Shuxin Li
Chang Yang
Xinrun Wang
Shuyue Hu
Xiao Huang
Hau Chan
Bo An
36
1
0
20 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions
Chuanneng Sun
Songjun Huang
D. Pompili
LLMAG
39
27
0
17 May 2024
POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning
Chang Huang
Junqiao Zhao
Shatong Zhu
Hongtu Zhou
Chen Ye
T. Feng
Changjun Jiang
28
0
0
13 May 2024
Prioritized League Reinforcement Learning for Large-Scale Heterogeneous Multiagent Systems
Qing Fu
Zhiqiang Pu
Min Chen
Tenghai Qiu
Jianqiang Yi
32
0
0
26 Mar 2024
Collaborative AI Teaming in Unknown Environments via Active Goal Deduction
Zuyuan Zhang
Hanhan Zhou
Mahdi Imani
Taeyoung Lee
Tian-Shing Lan
32
11
0
22 Mar 2024
PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning
Ke Zhang
DanDan Zhu
Qiuhan Xu
Hao Zhou
Ce Zheng
29
0
0
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SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition
Wenjing Zhang
Wei Zhang
39
0
0
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Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
Hyungho Na
Yunkyeong Seo
IL-Chul Moon
24
7
0
02 Mar 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning
Zeyang Liu
Lipeng Wan
Xinrui Yang
Zhuoran Chen
Xingyu Chen
Xuguang Lan
19
3
0
28 Feb 2024
Open Ad Hoc Teamwork with Cooperative Game Theory
Jianhong Wang
Yang Li
Yuan Zhang
Wei Pan
Samuel Kaski
19
3
0
23 Feb 2024
Social Environment Design
Edwin Zhang
Sadie Zhao
Tonghan Wang
Safwan Hossain
Henry Gasztowtt
Stephan Zheng
David C. Parkes
Milind Tambe
Yiling Chen
43
5
0
21 Feb 2024
Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains
Yasin Findik
S. Ahmadzadeh
OffRL
30
4
0
12 Feb 2024
Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning
Maxime Toquebiau
Nicolas Bredeche
F. Benamar
Jae-Yun Jun
28
1
0
06 Feb 2024
FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game
Guangzheng Hu
Yuanheng Zhu
Haoran Li
Dongbin Zhao
16
3
0
01 Feb 2024
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
David Ireland
Giovanni Montana
43
3
0
16 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization
Zhiyuan Li
Wenshuai Zhao
Lijun Wu
J. Pajarinen
OffRL
45
1
0
16 Jan 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey
Jiechuan Jiang
Kefan Su
Zongqing Lu
30
3
0
10 Jan 2024
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
18
10
0
18 Dec 2023
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Siddarth S. Singh
Omayma Mahjoub
Ruan de Kock
Wiem Khlifi
Abidine Vall
Kale-ab Tessera
Arnu Pretorius
26
1
0
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Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning
Wei Geng
Baidi Xiao
Rongpeng Li
Ning Wei
Dong Wang
Zhifeng Zhao
18
1
0
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Mastering Complex Coordination through Attention-based Dynamic Graph
Guangchong Zhou
Zhiwei Xu
Zeren Zhang
Guoliang Fan
GNN
10
0
0
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Optimistic Multi-Agent Policy Gradient
Wenshuai Zhao
Yi Zhao
Zhiyuan Li
Juho Kannala
J. Pajarinen
18
0
0
03 Nov 2023
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization
Siqi Shen
Chennan Ma
Chao Li
Weiquan Liu
Yongquan Fu
Songzhu Mei
Xinwang Liu
Cheng-Yu Wang
13
10
0
03 Nov 2023
QFree: A Universal Value Function Factorization for Multi-Agent Reinforcement Learning
Rizhong Wang
Huiping Li
Di Cui
Demin Xu
OffRL
19
0
0
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Fact-based Agent modeling for Multi-Agent Reinforcement Learning
Baofu Fang
Caiming Zheng
Hao Wang
OffRL
16
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0
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Measuring Acoustics with Collaborative Multiple Agents
Yinfeng Yu
Changan Chen
Lele Cao
Fangkai Yang
Fuchun Sun
18
1
0
09 Oct 2023
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