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Cartpole Swingup on DMControl 100k (test)

582,146Performance ScoreCURL
-23,058.587312134,061.834394291,182.2561448,302.677806Oct 30, 2021

Evaluation results

MethodLinks
CURLInput=Pixels2021.10582,146—
State SACInput=Ground-truth states, Note=Oracle2021.1083,522—
EfficientZeroInput=Pixels2021.1081,319—
Pixel SACInput=Pixels2021.1041,940—
DreamerInput=Pixels2021.1032,627—
SAC-AEInput=Pixels2021.1031,111—
MuZeroInput=Pixels2021.10218.5122—
A2-winnerSteps=100K, Environment Type=Unseen test2022.10—81,566
CURLSteps=100K, Environment Type=Unseen test2022.10—582,146
DreamerSteps=100K, Environment Type=Unseen test2022.10—32,627
Image SACSteps=100K, Environment Type=Unseen test2022.10—24,319
PlaNetSteps=100K, Environment Type=Unseen test2022.10—29,739
SAC+AESteps=100K, Environment Type=Unseen test2022.10—31,111