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Ramp-merging on 10,000 simulated ramp-merging scenarios v1 (test)

100Safety RateRobust MPC
9597.5100102.5Dec 5, 2025

Evaluation results

MethodLinks
Robust MPCAveraged Computation time (s)=0.047 ± 0.0052025.12100—1————
Non-reactive branch MPCAveraged Computation time (s)=0.324 ± 0.0202025.12100—4.6————
Reactive branch MPCAveraged Computation time (s)=0.431 ± 0.1152025.12100—24.6————
Explicit dual MPCAveraged Computation time (s)=0.434 ± 0.1162025.12100—47.3————
Implicit dual MPCAveraged Computation time (s)=1.148 ± 0.1482025.12100—43————
Situation-Aware Switching ControllerAveraged Computation time (s)=0.313 ± 0.2792025.12100—44.8————