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"

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Title
MACRPO: Multi-Agent Cooperative Recurrent Policy Optimization E. Kargar Ville Kyrki 21 2 0 02 Sep 2021
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Survey of Recent Multi-Agent Reinforcement Learning Algorithms Utilizing Centralized Training P. Sharma Rolando Fernandez Erin G. Zaroukian M. Dorothy Anjon Basak Derrik E. Asher 13 40 0 29 Jul 2021
The Holy Grail of Multi-Robot Planning: Learning to Generate Online-Scalable Solutions from Offline-Optimal Experts Amanda Prorok J. Blumenkamp Qingbiao Li Ryan Kortvelesy Zhe Liu Ethan Stump OffRL 21 5 0 26 Jul 2021
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Policy Regularization via Noisy Advantage Values for Cooperative Multi-agent Actor-Critic methods Jian Hu Siyue Hu Shih-Wei Liao 17 13 0 27 Jun 2021
MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Dapeng Li Yunpeng Bai Guoliang Fan 16 11 0 22 Jun 2021
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A learning agent that acquires social norms from public sanctions in decentralized multi-agent settings Eugene Vinitsky Raphael Köster J. Agapiou Edgar A. Duénez-Guzmán A. Vezhnevets Joel Z Leibo 32 37 0 16 Jun 2021
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A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Ying Wen Hui Chen Yaodong Yang Zheng Tian Minne Li Xu Chen Jun Wang 38 11 0 12 Jun 2021
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising Chao Wen Miao Xu Zhilin Zhang Zhenzhe Zheng Yuhui Wang ... Jian Xu Fan Wu Guihai Chen Xiaoqiang Zhu Bo Zheng 29 15 0 11 Jun 2021
DAIR: Disentangled Attention Intrinsic Regularization for Safe and Efficient Bimanual Manipulation Minghao Zhang Pingcheng Jian Yi Wu Huazhe Xu Xiaolong Wang 13 9 0 10 Jun 2021
Metric Policy Representations for Opponent Modeling Haobin Jiang Yifan Yu Zongqing Lu 18 1 0 10 Jun 2021
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Context-Aware Sparse Deep Coordination Graphs Tonghan Wang Liang Zeng Weijun Dong Qianlan Yang Yang Yu Chongjie Zhang 31 32 0 05 Jun 2021
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Ming Zhou Bo Liu Hanjing Wang Muning Wen Runzhe Wu Ying Wen Yaodong Yang Weinan Zhang Jun Wang OffRL 22 46 0 05 Jun 2021
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Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment Tianze Zhou Fubiao Zhang Kun Shao Kai Li Wenhan Huang ... Hangyu Mao Bin Wang Dong Li Wulong Liu Jianye Hao 31 16 0 01 Jun 2021
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning Jiahui Li Kun Kuang Baoxiang Wang Furui Liu Long Chen Fei Wu Jun Xiao OffRL 22 60 0 01 Jun 2021
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MARL with General Utilities via Decentralized Shadow Reward Actor-Critic Junyu Zhang Amrit Singh Bedi Mengdi Wang Alec Koppel 15 8 0 29 May 2021
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CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space Shuxin Li Youzhi Zhang Xinrun Wang Wanqi Xue Bo An 4 7 0 18 May 2021
SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Yunru Bai Dapeng Li Bin Zhang Guoliang Fan 22 9 0 13 May 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts Weinan Zhang Xihuai Wang Jian Shen Ming Zhou 27 35 0 07 May 2021
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