{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11498574","patent":{"patent_number":"US-11498574","title":"Learning device, learning method, and storage medium","assignee":null,"inventors":[],"filing_date":"2019-08-28T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["B60W","G06Q","B60W","B60W","B60W"],"num_claims":11,"abstract":"A learning device includes a planner configured to generate information indicating an action of a vehicle, and a reward deriver configured to derive a plurality of individual rewards obtained by evaluating each of a plurality of pieces of information to be evaluated, which include feedback information obtained from a simulator or an actual environment by inputting information based on the information indicating the action of the vehicle to the simulator or the actual environment, and derive a reward for the action of the vehicle on the basis of the plurality of individual rewards. The planner performs reinforcement learning that optimizes the reward derived by the reward deriver."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Learning device, learning method, and storage medium","description":"A learning device includes a planner configured to generate information indicating an action of a vehicle, and a reward deriver configured to derive a plurality of individual rewards obtained by evalu","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11498574","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-11498574","citation_suggestion":"Patentable. \"Learning device, learning method, and storage medium\" (US-11498574). https://patentable.app/patents/US-11498574","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11498574","json":"https://patentable.app/api/llm-context/US-11498574","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T01:31:40.589Z"}