{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11494632","patent":{"patent_number":"US-11494632","title":"Generating simulated training examples for training of machine learning model used for robot control","assignee":null,"inventors":[],"filing_date":"2017-12-07T00:00:00.000Z","publication_date":"2022-11-08T00:00:00.000Z","cpc_codes":["G06N","B25J","B25J","B25J","G05B","G06N","G05B","G05B","G06N","G06N"],"num_claims":22,"abstract":"Implementations are directed to generating simulated training examples for training of a machine learning model, training the machine learning model based at least in part on the simulated training examples, and/or using the trained machine learning model in control of at least one real-world physical robot. Implementations are additionally or alternatively directed to performing one or more iterations of quantifying a “reality gap” for a robotic simulator and adapting parameter(s) for the robotic simulator based on the determined reality gap. The robotic simulator with the adapted parameter(s) can further be utilized to generate simulated training examples when the reality gap of one or more iterations satisfies one or more criteria."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Generating simulated training examples for training of machine learning model used for robot control","description":"Implementations are directed to generating simulated training examples for training of a machine learning model, training the machine learning model based at least in part on the simulated training ex","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11494632","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-11494632","citation_suggestion":"Patentable. \"Generating simulated training examples for training of machine learning model used for robot control\" (US-11494632). https://patentable.app/patents/US-11494632","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11494632","json":"https://patentable.app/api/llm-context/US-11494632","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T18:24:24.333Z"}