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Robot Navigation on Social Navigation Scenario 4

10Safety CountMPPI
-0.42.357.7Jan 15, 2026

Evaluation results

MethodLinks
MPPIRuntime Mean (s)=0.028, Runtime Std (s)=0.0112026.011010023.7
MMP-MPPIRuntime Mean (s)=0.045, Runtime Std (s)=0.0052026.011010022.5
MMP-CBFRuntime Mean (s)=0.01, Runtime Std (s)=0.0072026.01101009.8
MMP-MCBFRuntime Mean (s)=0.036, Runtime Std (s)=0.0182026.01101009.6
CBFRuntime Mean (s)=0.01, Runtime Std (s)=0.0092026.012106916.3
MCBFRuntime Mean (s)=0.018, Runtime Std (s)=0.0092026.0101012213.4
MMP-MPCRuntime Mean (s)=0.066, Runtime Std (s)=0.0462026.0104014.2