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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Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World Florian Laurent Manuel Schneider Christian Scheller J. Watson Jiaoyang Li ... Nilabha Bhattacharya Shivam Agarwal A. Egli Erik Nygren Sharada Mohanty 36 28 0 30 Mar 2021
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Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing Filippos Christianos Georgios Papoudakis Arrasy Rahman Stefano V. Albrecht 25 114 0 15 Feb 2021
Common Information Belief based Dynamic Programs for Stochastic Zero-sum Games with Competing Teams D. Kartik A. Nayyar U. Mitra 8 12 0 11 Feb 2021
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Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies Federico Cacciamani A. Celli Marco Ciccone N. Gatti 26 8 0 09 Feb 2021
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Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations Wenlei Shi Xinran Wei Jia Zhang Xiaoyuan Ni Arthur Jiang Jiang Bian Tie-Yan Liu 11 3 0 24 Dec 2020
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Specializing Inter-Agent Communication in Heterogeneous Multi-Agent Reinforcement Learning using Agent Class Information Douglas De Rizzo Meneghetti Reinaldo A. C. Bianchi AI4CE 24 0 0 14 Dec 2020
Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation Lipeng Wan Xuwei Song Xuguang Lan N. Zheng OffRL 37 0 0 07 Dec 2020
Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning Hangtian Jia Yujing Hu Yingfeng Chen Chunxu Ren Tangjie Lv Changjie Fan Chongjie Zhang 32 22 0 06 Dec 2020
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Scalable Reinforcement Learning Policies for Multi-Agent Control Christopher D. Hsu Heejin Jeong George J. Pappas Pratik Chaudhari 13 33 0 16 Nov 2020
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