v1v2 (latest)

QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

30 March 2018

Tabish Rashid

Mikayel Samvelyan

Christian Schroeder de Witt

Papers citing "QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning"

50 / 753 papers shown

Title
Best Possible Q-Learning Jiechuan Jiang Zongqing Lu OffRL 84 5 0 02 Feb 2023
Diversity Through Exclusion (DTE): Niche Identification for Reinforcement Learning through Value-Decomposition P. Sunehag A. Vezhnevets Edgar A. Duénez-Guzmán Igor Mordach Joel Z Leibo 61 2 0 02 Feb 2023
Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning Claude Formanek Asad Jeewa Jonathan P. Shock Arnu Pretorius OffRL 115 2 0 01 Feb 2023
DIFFER: Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning Xu Hu Jian Zhao Wen-gang Zhou Ruili Feng Houqiang Li 62 1 0 25 Jan 2023
Differential Privacy in Cooperative Multiagent Planning Bo Chen C. Hawkins Mustafa O. Karabag Cyrus Neary Matthew T. Hale Ufuk Topcu 79 8 0 20 Jan 2023
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning Maxime Bouton Jaeseong Jeong José Outes Carnero Adriano Mendo Alexandros Nikou 70 2 0 20 Jan 2023
Heterogeneous Multi-Robot Reinforcement Learning Matteo Bettini Ajay Shankar Amanda Prorok 83 43 0 17 Jan 2023
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination Xingzhou Lou Jiaxian Guo Junge Zhang Jun Wang Kaiqi Huang Yali Du 70 29 0 16 Jan 2023
Opponent-aware Role-based Learning in Team Competitive Markov Games Paramita Koley Aurghya Maiti Niloy Ganguly Sourangshu Bhattacharya 71 1 0 14 Jan 2023
Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State Washim Uddin Mondal Vaneet Aggarwal S. Ukkusuri 79 8 0 13 Jan 2023
TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Problems Matteo Gallici Mario Martin Ivan Masmitja OffRL 26 10 0 13 Jan 2023
Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework Zongwei Liu Yonghong Song Yuanlin Zhang OffRL 77 3 0 10 Jan 2023
Self-Motivated Multi-Agent Exploration Shaowei Zhang Jiahan Cao Lei Yuan Yang Yu De-Chuan Zhan 96 5 0 05 Jan 2023
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism Xudong Guo Daming Shi Wenhui Fan 63 6 0 05 Jan 2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability Thomy Phan Fabian Ritz Philipp Altmann Maximilian Zorn Jonas Nusslein Michael Kolle Thomas Gabor Claudia Linnhoff-Popien 117 12 0 04 Jan 2023
Emergent collective intelligence from massive-agent cooperation and competition H. Chen Stone Tao Jiaxin Chen Weihan Shen Xihui Li Chenghui Yu Sikai Cheng Xiaolong Zhu Xiu Li 32 4 0 04 Jan 2023
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management Won Joon Yun Jae Pyoung Kim Soyi Jung Jae-Hyun Kim Joongheon Kim OffRL 106 36 0 04 Jan 2023
Asynchronous Hybrid Reinforcement Learning for Latency and Reliability Optimization in the Metaverse over Wireless Communications Wen-li Yu Terence Jie Chua Jun Zhao OffRL 79 23 0 30 Dec 2022
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya Zhang Yixin Chen Dacheng Tao OffRL 148 30 0 29 Dec 2022
Strangeness-driven Exploration in Multi-Agent Reinforcement Learning Ju-Bong Kim Ho-bin Choi Youn-Hee Han 119 4 0 27 Dec 2022
Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization Tanvi Verma Pradeep Varakantham 54 0 0 27 Dec 2022
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning Ronghui Mu Wenjie Ruan Leandro Soriano Marcolino Gaojie Jin Q. Ni 111 5 0 22 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 121 19 0 16 Dec 2022
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Yuandong Ding Ming Feng Guozi Liu Wei Jiang Wei Shen Li Zhao Lei Song Houqiang Li Yan Jin Jiang Bian 71 16 0 15 Dec 2022
Adaptive Multi-Agent Continuous Learning System Xingyu Qian Aximu Yuemaier Longfei Liang Wen-Chi Yang Xiaogang Chen Shunfen Li Weibang Dai Zhitang Song 39 0 0 15 Dec 2022
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning Benjamin Ellis Jonathan Cook S. Moalla Mikayel Samvelyan Mingfei Sun Anuj Mahajan Jakob N. Foerster Shimon Whiteson 135 94 0 14 Dec 2022
Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning M. Ibrahim Ammar Fayad 64 1 0 14 Dec 2022
Where to go: Agent Guidance with Deep Reinforcement Learning in A City-Scale Online Ride-Hailing Service Jiyao Li V. Allan 26 2 0 12 Dec 2022
Effects of Spectral Normalization in Multi-agent Reinforcement Learning K. Mehta Anuj Mahajan Kiran Ravish 79 7 0 10 Dec 2022
Scalable Planning and Learning Framework Development for Swarm-to-Swarm Engagement Problems Umut Demir A. S. Satir Gülay Goktas Cansu Yikilmaz N. K. Üre 31 1 0 06 Dec 2022
Curriculum Learning for Relative Overgeneralization Lin Shi Bei Peng 75 1 0 06 Dec 2022
A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat Jiajun Chai Wenzhang Chen Yuanheng Zhu Zonggui Yao Dongbin Zhao BDL 63 38 0 05 Dec 2022
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance C. Chang Ni Mu Jiajun Wu Ling Pan Huazhe Xu 86 7 0 05 Dec 2022
Decision Market Based Learning For Multi-agent Contextual Bandit Problems Wenlong Wang T. Pfeiffer 73 1 0 01 Dec 2022
Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox Qiyue Yin Tongtong Yu S. Shen Jun Yang Meijing Zhao Kaiqi Huang Bin Liang Liangsheng Wang OffRL 76 13 0 01 Dec 2022
ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Chuming Li Jie Liu Yinmin Zhang Yuhong Wei Yazhe Niu Yaodong Yang Y. Liu Wanli Ouyang 89 26 0 29 Nov 2022
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces Elie Aljalbout Maximilian Karl Patrick van der Smagt 68 5 0 28 Nov 2022
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning Qiangxing Tian Kun Kuang Furui Liu Baoxiang Wang OffRL 75 11 0 28 Nov 2022
Hypernetworks for Zero-shot Transfer in Reinforcement Learning S. Rezaei-Shoshtari Charlotte Morissette F. Hogan Gregory Dudek David Meger OffRL 105 15 0 28 Nov 2022
A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control Xiaoyu Wang Scott Sanner Baher Abdulhai 64 5 0 26 Nov 2022
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z Leibo 124 34 0 24 Nov 2022
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Shunyu Liu Yihe Zhou Mingli Song Tongya Zheng Kaixuan Chen Tongtian Zhu Zunlei Feng Mingli Song 79 23 0 23 Nov 2022
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning Lipeng Wan Zeyang Liu Xingyu Chen Xuguang Lan Han Wang 97 12 0 22 Nov 2022
Decision-making with Speculative Opponent Models Jing-rong Sun Shuo Chen Cong Zhang Yining Ma Jie Zhang 74 1 0 22 Nov 2022
Value-based CTDE Methods in Symmetric Two-team Markov Game: from Cooperation to Team Competition Pascal Leroy J. Pisane D. Ernst 53 3 0 21 Nov 2022
TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning Tien Thanh Le Yusheng Ji John C. S. Lui 16 3 0 21 Nov 2022
Backdoor Attacks on Multiagent Collaborative Systems Shuo Chen Yue Qiu Jie Zhang AAML 64 4 0 21 Nov 2022
Credit-cognisant reinforcement learning for multi-agent cooperation F. Bredell S. M. I. H. A. Engelbrecht M. I. J. C. Schoeman 23 0 0 18 Nov 2022
Coordination for Connected and Automated Vehicles at Non-signalized Intersections: A Value Decomposition-based Multiagent Deep Reinforcement Learning Approach Zihan Guo Yan Wu Lifang Wang Junzhi Zhang 36 14 0 15 Nov 2022
Learning Heterogeneous Agent Cooperation via Multiagent League Training Qing Fu X. Ai Jianqiang Yi Tenghai Qiu Wanmai Yuan Zhiqiang Pu 43 8 0 13 Nov 2022