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Multi-agent Reinforcement Learning on StarCraft Multi-Agent Challenge (SMAC)

1001c3s5z Win Rate

MAPPO

Updated 4d ago

Evaluation Results

Method	Links
MAPPO 2021.03		100	100	100	100	100	100	100	100	100	96.9	100	100	100	96.9	100	89.1	96.9	96.9	90.6	84.4	93.8	88.3	100
IPPO 2021.03		100	100	100	100	100	100	99.2	100	100	96.9	100	100	98.4	96.9	100	87.5	96.9	93	86.7	82.8	69.5	84.4	98.4
RODE 2021.03		100	-	-	100	100	-	-	-	-	-	100	78.9	100	-	-	71.1	93.8	95.3	89.8	96.8	96.8	78.1	65.6
MAPPO 2021.03		100	100	100	100	96.9	100	100	100	100	93.8	100	98.4	96.9	84.4	96.9	65.6	71.9	81.2	51.6	75	93.8	78.1	93.8
MAPPO 2021.03		96.9	100	100	100	100	100	98.4	100	100	93.8	100	99.2	100	96.9	100	88.3	96.9	96.9	87.5	63.3	85.9	85.9	98.4
MAPPO 2021.03		96.9	100	100	100	96.9	100	100	96.9	100	96.9	100	100	95.3	87.5	93.8	68.8	53.1	89.1	28.1	18.8	89.1	81.2	93.8
QMix 2021.03		96.1	95.3	96.9	96.9	95.3	96.9	97.7	96.9	97.7	95.3	100	98.4	92.2	92.2	85.9	75.8	88.3	95.3	87.5	82.8	39.1	9.4	84.4
LBI 2024.10		94.59	-	-	-	-	-	-	-	-	-	-	92.82	71.44	-	-	87.98	-	90.45	95.96	83.34	-	66.61	87.45
MAPT 2024.10		74.77	-	-	-	-	-	-	-	-	-	-	72.33	58.28	-	-	56.01	-	66.85	19.21	34.9	-	37.16	45.91
MA-TREX 2024.10		64.76	-	-	-	-	-	-	-	-	-	-	55.38	22.45	-	-	50.01	-	48.78	21.52	36.16	-	28.38	30.59
MADT 2024.10		61.35	-	-	-	-	-	-	-	-	-	-	80.9	61.9	-	-	79.78	-	82.76	54.34	27.44	-	30.94	69.85
BC 2024.10		16.44	-	-	-	-	-	-	-	-	-	-	0	17.37	-	-	13.78	-	26.19	0	0	-	9.28	0
MA-AIRL 2024.10		7.88	-	-	-	-	-	-	-	-	-	-	0.05	24.75	-	-	11.59	-	41.69	0	0	-	16.47	0.76