AI RESEARCH
Production-Ready Automated ECU Calibration using Residual Reinforcement Learning
arXiv CS.LG
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ArXi:2604.07059v1 Announce Type: new Electronic Control Units (ECUs) have played a pivotal role in transforming motorcars of yore into the modern vehicles we see on our roads today. They actively regulate the actuation of individual components and thus determine the characteristics of the whole system. In this, the behavior of the control functions heavily depends on their calibration parameters which engineers traditionally design by hand. This is taking place in an environment of rising customer expectations and steadily shorter product development cycles.