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Planar Pushing on Real-world planar pushing (Extreme)

2.285RMSEFixed NODE
2.093523.386014.67855.97099Jun 13, 2026

Evaluation results

MethodLinks
Fixed NODEComputation time (ms)=6.637 ± 0.145, # of (state, action, next state)=348K2026.062.285
Context-aware Neural ODE DynamicsComputation time (ms)=7.799 ± 0.236, # of (state, action, next state)=355K2026.062.408
RMAComputation time (ms)=0.398 ± 0.069, # of (state, action, next state)=600K2026.067.072