{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11501167","patent":{"patent_number":"US-11501167","title":"Learning domain randomization distributions for transfer learning","assignee":null,"inventors":[],"filing_date":"2020-06-02T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N"],"num_claims":19,"abstract":"Method or system for reinforcement learning that simultaneously learns a DR distribution ϕ while optimizing an agent policy Π to maximize performance over the learned DR distribution; method or system for training a learning agent using data synthesized by a simulator based on both a performance of the learning agent and a range of parameters present in the synthesized data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Learning domain randomization distributions for transfer learning","description":"Method or system for reinforcement learning that simultaneously learns a DR distribution ϕ while optimizing an agent policy Π to maximize performance over the learned DR distribution; method or system","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11501167","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-11501167","citation_suggestion":"Patentable. \"Learning domain randomization distributions for transfer learning\" (US-11501167). https://patentable.app/patents/US-11501167","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11501167","json":"https://patentable.app/api/llm-context/US-11501167","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:16:01.389Z"}