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Technical Speaking: Transitioning from Rule-Based to ML-Powered Motion Planning
At Motional, we are pioneering the next evolution of AV technology by transitioning from traditional rule-based planning systems to an end-to-end machine learning (ML) powered motion planning system. This shift allows us to address some of the key limitations of legacy AV architectures and embrace a future where AVs rapidly learn, adapt, and improve with every mile driven.

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Motional is now conducting highway speed testing with our all-electric IONIQ 5 robotaxis.

Technically Speaking: Scaling 3 Key Phases of ML Pipeline
Yi Wang, Senior Principal Engineer at Motional, does a deep dive into our approach for scaling our ML pipelines, and demonstrates three example design cases.