SMAC on SMAC corridor

Metric: Median Win Rate (higher is better)

LeaderboardDataset

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#	Model↕	Median Win Rate▼	Extra Data	Paper	Date↕	Code
1	ACE	100	No	ACE: Cooperative Multi-agent Q-learning with Bid...	2022-11-29	Code
2	DDN	95.4	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
3	DIQL	91.62	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
4	DMIX	90.45	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
5	VDN	85.34	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
6	IQL	84.87	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
7	DPLEX	81.25	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
8	QPLEX	75	No	A Unified Framework for Factorizing Distribution...	2023-06-04	Code
9	QMIX	37.61	No	DFAC Framework: Factorizing the Value Function v...	2021-02-16	Code
10	QMIX	1	No	Monotonic Value Function Factorisation for Deep ...	2020-03-19	Code
11	QMIX	1	No	Monotonic Value Function Factorisation for Deep ...	2020-03-19	Code
12	IQL	0	No	-	-	Code
13	Heuristic	0	No	-	-	Code

#1ACESOTA
100
Median Win Rate· 2022-11-29
ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Code
#2DDNSOTA
95.4
Median Win Rate· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#3DIQL
91.62
Median Win Rate· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#4DMIX
90.45
Median Win Rate· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#5VDN
85.34
Median Win Rate· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#6IQL
84.87
Median Win Rate· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#7DPLEX
81.25
Median Win Rate· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#8QPLEX
75
Median Win Rate· 2023-06-04
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Code
#9QMIX
37.61
Median Win Rate· 2021-02-16
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Code
#10QMIXSOTA
1
Median Win Rate· 2020-03-19
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Code
#11QMIX
1
Median Win Rate· 2020-03-19
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Code
#12IQL
0
Median Win Rate
No paperCode
#13Heuristic
0
Median Win Rate
No paperCode