SMAC on SMAC 27m_vs_30m

Metric: Average Score (higher is better)

LeaderboardDataset

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#	Model↕	Average Score▼	Extra Data	Paper	Date↕	Code
1	DDN	19.71	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
2	DPLEX	19.62	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
3	DMIX	19.43	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
4	QMIX	19.41	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
5	QPLEX	19.33	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
6	VDN	18.45	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
7	DIQL	14.45	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
8	IQL	14.01	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code

#1DDNSOTA
19.71
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#2DPLEX
19.62
Average Score· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#3DMIX
19.43
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#4QMIX
19.41
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#5QPLEX
19.33
Average Score· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#6VDN
18.45
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#7DIQL
14.45
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#8IQL
14.01
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code