{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008454","patent":{"patent_number":"US-12008454","title":"Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same","assignee":null,"inventors":[],"filing_date":"2023-03-20T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06N","G08G","G01C","G01C","G06N","G06N","G06N","G06N","G06N","G06N","G08G","G08G","G08G","G08G"],"num_claims":20,"abstract":"Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same are disclosed. The computing system can include an object detection model and a graph neural network including a plurality of nodes and a plurality of edges. The computing system can be configured to input sensor data into the object detection model; receive object detection data describing the location of the plurality of the actors relative to the autonomous vehicle as an output of the object detection model; input the object detection data into the graph neural network; iteratively update a plurality of node states respectively associated with the plurality of nodes; and receive, as an output of the graph neural network, the motion forecast data with respect to the plurality of actors."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same","description":"Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same are disclosed. The computing system can inclu","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008454","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-12008454","citation_suggestion":"Patentable. \"Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same\" (US-12008454). https://patentable.app/patents/US-12008454","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008454","json":"https://patentable.app/api/llm-context/US-12008454","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:47:39.367Z"}