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Extrapolative Generalization on Cheetah-run Unseen Friction

120.23Mean RewardDreamSAC
4.987634.906364.82594.7437Mar 8, 2026

Evaluation results

MethodLinks
DreamSACunsupervised pre-training steps=2M, task adaptation steps=500K2026.03120.23
DreamerV3+Policyunsupervised pre-training steps=2M, task adaptation steps=500K2026.03118.79
DreamerV3+RNDunsupervised pre-training steps=2M, task adaptation steps=500K2026.0397.43
DreamSAC0-shot=true, unsupervised pre-training steps=2M2026.0327.53
DreamerV3+RND0-shot=true, unsupervised pre-training steps=2M2026.039.42