SMAC on SMAC 3s5z_vs_3s6z

Metric: Average Score (higher is better)

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#	Model↕	Average Score▼	Extra Data	Paper	Date↕	Code
1	DDN	20.94	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
2	QPLEX	20.42	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
3	DPLEX	20.27	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
4	QMIX	20.16	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
5	VDN	19.75	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
6	DMIX	19.7	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
7	DIQL	17.52	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
8	IQL	16.54	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code

#1DDNSOTA
20.94
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#2QPLEX
20.42
Average Score· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#3DPLEX
20.27
Average Score· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#4QMIX
20.16
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#5VDN
19.75
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#6DMIX
19.7
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#7DIQL
17.52
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#8IQL
16.54
Average Score· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code