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Planar Pushing on Real-world planar pushing (Time varying)

0.491RMSERMA
0.375921.152711.92952.70629Jun 13, 2026

Evaluation results

MethodLinks
RMAComputation time (ms)=0.398 ± 0.069, # of (state, action, next state)=600K2026.060.491
Context-aware Neural ODE DynamicsComputation time (ms)=7.799 ± 0.236, # of (state, action, next state)=355K2026.061.04
Fixed NODEComputation time (ms)=6.637 ± 0.145, # of (state, action, next state)=348K2026.063.368