SMAC on SMAC MMM2

Metric: Average Score (higher is better)

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#	Model↕	Average Score▼	Extra Data	Paper	Date↕	Code
1	DDN	20.9	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
2	DPLEX	19.93	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
3	DMIX	19.87	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
4	QPLEX	19.6	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
5	QMIX	19.42	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
6	VDN	19.36	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
7	DIQL	19.21	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
8	IQL	17.5	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code

#1DDNSOTA
20.9
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#2DPLEX
19.93
Average Score· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#3DMIX
19.87
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#4QPLEX
19.6
Average Score· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#5QMIX
19.42
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#6VDN
19.36
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#7DIQL
19.21
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#8IQL
17.5
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code