18468338. Foundational Models for Semantic Routing (Google LLC)
Contents
Foundational Models for Semantic Routing
Organization Name
Inventor(s)
Polina Zablotskaia of Berlin DE
Matthew Sharifi of Kilchberg CH
Foundational Models for Semantic Routing
This abstract first appeared for US patent application 18468338 titled 'Foundational Models for Semantic Routing
Original Abstract Submitted
Training data is obtained. The training data includes (a) route information indicative of a route from a starting location to a destination location, wherein the route comprises a plurality of route segments comprising a first subset of route segments and a second subset of route segments, and (b) route characteristic information descriptive of one or more route characteristics. At least the first subset of route segments and a portion of the route characteristic information associated with the first subset of route segments is processed with a machine-learned semantic routing model to obtain one or more predicted route segments for the second subset of route segments. One or more parameters of the machine-learned semantic routing model are adjusted based on an optimization function that evaluates a difference between the one or more predicted route segments and the second subset of route segments.
