Machine Learning Based Control and Re-Routing
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United States of America
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Issued Date -
Apr 10, 2025
app pub date -
Jul 17, 2024
filing date -
Jul 17, 2024
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Abstract
Embodiments include technologies that use machine learning to update a route plan to re-route a mobile machine in a field. In some examples, a method includes using a mobile machine to perform work in a field and recording travelled path information. The recorded path information includes information about one or more paths followed by the machine when performing the work in the field. The method also includes using one or more computing devices on the machine to input the path information into a trained deep learning model and to receive new machine travel paths from the trained model. Also, the method includes using the computing device(s) on the mobile machine to control the machine to follow the new travel paths generated by the trained model.
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