ROBOTNESS
ExpertarXiv

Learning from Shared-Control Overrides: Context-Driven Acceleration Profile Prediction for Personalized Overtaking

Ruizheng Xu, Lounis Adouane, Javier Ibañez-Guzmán, Clément Zinoune
From the abstract

Adaptive Cruise Control (ACC) systems are typically calibrated for an average driver, often resulting in a mismatch between vehicle behavior and individual expectations during time-critical maneuvers such as highway overtaking. When the ACC is perceived as too conservative and inconsistent, drivers intervene through throttle overrides, providing implicit feedback on the system's behavior.

From the abstract. Our summary is in progress.