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Autonomous Racing on Yas Marina F1TENTH racetrack (10 consecutive laps)

45.1Mean Lap TimeRL–PP
44.343649.449354.55559.6607Feb 20, 2026

Evaluation results

MethodLinks
RL–PPconfiguration=joint Ld, g, speed_multiplier=+17.2%2026.0245.10.0744.9645.2
RL–PPconfiguration=Ld only, speed_multiplier=+15%2026.0246.040.145.9346.21
Adaptive PPrule=linear v -> Ld, speed_multiplier=+15%, bounds=Ld in [1.0, 2.5] m2026.0246.410.1246.2446.57
Fixed PPconfiguration=Ld fixed, speed_multiplier=0% (original profile)2026.0252.970.2152.7953.44
MPC raceline trackerspeed_multiplier=-10%2026.0264.010.2563.664.51