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ResearchFormerly WizWand

Continuous Control on DeepMind Control Suite (Environment Returns)

873Cheetah RunDRND
449.72559.61669.5779.39Jul 31, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DRNDEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 0002025.0787332511213166224184689
DRNDEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.0787193741204158234200688
REDQEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 0002025.0786654109131559454847932649
REDQEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.07851105318117539416728878631
AEAEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 0002025.0782786935144665484856947741
AEAEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.07823130779145678478823935705
DSACEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 0002025.077535439172842536555658
DSACEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.0774679273172712520570650
REDQEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.076706325757270196547653496
SAC-NEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 0002025.076350019243112258
AEAEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.076277456780315239620744570
DRNDEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.07623521518053182147516
SAC-NEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300,000, Number of seeds=102025.07596151522209284270
DSACEnsemble size=2, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.07544331812893341374502
SAC-NEnsemble size=10, Update-to-Data Ratio=20, Interaction budget=300 000, Number of seeds=102025.07466041272191231188