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ResearchFormerly WizWand

Continuous Control on MuJoCo v5

4,828Ant ScoreREDQ
-192.081,111.212,414.53,717.79Jul 31, 2025
Updated 5mo ago

Evaluation results

MethodLinks
REDQEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 0002025.074,8288,6783,4155,4044,749
AEAEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 0002025.074,7449,6613,5555,3764,652
AEAEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.074,4859,7213,3265,3654,579
REDQEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.074,4738,6923,1694,7184,697
AEAEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.072,3437,2142,7232,9542,992
REDQEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.072,3036,7222,8433,0313,389
DRNDEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.078197,8933,0972,7265,053
DRNDEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 0002025.077977,8923,0152,8535,054
DSACEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 0002025.077769,0592,6409085,362
DSACEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.077319,0592,6801,0515,363
DSACEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.074076,8692,3347503,010
DRNDEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.073245,7052,5448722,073
SAC-NEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.07334,7911,3182,357975
SAC-NEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 0002025.0715,4252,0635,3411,035
SAC-NEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.0715,5861,9924,9031,581