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Multi-Agent Reinforcement Learning on SMAC Maps

595m_vs_6m Score

dmix-DA

Updated 4d ago

Evaluation Results

Method	Links
dmix-DA 2022.09		59	91.7	46.2	99.8	40.6	64.4	67	-	-	-
dmix 2022.09		58.7	76.2	0	99.4	3.3	64.7	50.4	-	-	-
qmix-DA 2022.09		50.6	93.3	55.4	99.2	43.9	70.8	68.9	-	-	-
qplex-DA 2022.09		38.9	88.3	55.4	99.6	31.6	64.8	63.1	-	-	-
qmix 2022.09		36.4	90.2	26.2	98.3	1.9	33.9	47.8	-	-	-
MAPPO 2022.05		21.9	-	36.2	100	-	-	-	26.8	100	97.5
MAT 2022.05		18.8	-	62.5	100	-	-	-	71.2	100	100
MAT 2022.05		5.8	-	33.8	100	-	-	-	53.8	100	82.5
qplex 2022.09		5	87	0	98.7	18.9	36.2	41	-	-	-
MAPPO 2022.05		4.3	-	13.8	100	-	-	-	26.2	100	73.8
MAT-from scratch 2022.05		3.8	-	0	92.5	-	-	-	0.3	96.3	87.5
MAT-from scratch 2022.05		1.9	-	0	10.6	-	-	-	0	19.3	7.5
MAT 2022.05		0	-	0	100	-	-	-	0	0	3.1
MAT 2022.05		0	-	0	100	-	-	-	6.3	15.6	5.6
MAPPO 2022.05		0	-	0	100	-	-	-	9.4	0	0
MAPPO 2022.05		0	-	0	100	-	-	-	15	43.1	4.3
MAT-from scratch 2022.05		0	-	0	0	-	-	-	0	0	0
MAT-from scratch 2022.05		0	-	0	0	-	-	-	0	0	0