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Locomotion on Stages Simulated

97.9Traversing RateTeacher
67.11675.10883.191.092Apr 3, 2023

Evaluation results

MethodLinks
TeacherPolicy Type=Privileged elevation-map-based policy2023.0497.995.6
NVMCore Mechanism=Neural Volumetric Memory, Modality=Visual-Proprioceptive2023.0479.965
NaiveCNNEncoder=2D CNN, Observation Mode=Stacked past observations2023.0476.453.9
LocoTransformerModel=Transformer, Reasoning=Cross-modal (visual tokens + proprioceptive)2023.047453.3
NaiveCNN-MSEncoder=2D CNN, Mechanism=Multi-Step depth image fusion2023.0472.148.9
NaiveCNN-RNNEncoder=2D CNN, Memory=2-layer GRU2023.0468.348.9