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
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Tree Search for Simultaneous Move Games via Equilibrium Approximation Ryan Yu A. Olshevsky Peter Chin 33 0 0 14 Jun 2024
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Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents John L. Zhou Weizhe Hong Jonathan C. Kao 28 0 0 03 Jun 2024
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Variational Offline Multi-agent Skill Discovery Jiayu Chen Bhargav Ganguly Tian-Shing Lan OffRL 63 1 0 26 May 2024
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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
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Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 40 0 0 15 Apr 2024
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Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 38 3 0 28 Mar 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
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Xiaolin Ai 29 1 0 26 Mar 2024
MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment Ziyan Xiong Bo Chen Shiyu Huang Weijuan Tu Zhaofeng He Yang Gao 32 4 0 24 Mar 2024
Scaling Team Coordination on Graphs with Reinforcement Learning Manshi Limbu Zechen Hu Xuan Wang Daigo Shishika Xuesu Xiao 26 4 0 09 Mar 2024
Multi-Agent Reinforcement Learning with a Hierarchy of Reward Machines Xuejing Zheng Chao Yu 21 5 0 08 Mar 2024
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Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities Pierce Howell Max Rudolph R. Torbati Kevin Fu H. Ravichandar 16 6 0 23 Jan 2024
Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management M. Saifullah K. G. Papakonstantinou C. Andriotis S. M. Stoffels AI4CE 28 2 0 23 Jan 2024
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