Abstract: This tutorial paper presents the mathematics behind the widely observed air-gap field modulation phenomena in electrical machines and derives the duality between electrical machines and ...
Abstract: According to research, the vast majority of road accidents (90%) are the result of human error, with only a small percentage (2%) being caused by malfunctions in the vehicle. Smart vehicles ...
In tutorial 04, you learned the raw GRPO algorithm -- sampling completions, grading them, computing advantages, and training. In tutorial 05, you saw how the cookbook's standard abstractions ...
Build preference data, train with DPO, and evaluate with a PreferenceModel. **Direct Preference Optimization (DPO)** trains a model to prefer "chosen" over "rejected" responses without an explicit ...
RobCo plans to use the new capital to continue developing its physical AI systems and expand enterprise deployments in the U.S. and Europe.
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