{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008077","patent":{"patent_number":"US-12008077","title":"Training action-selection neural networks from demonstrations using multiple losses","assignee":null,"inventors":[],"filing_date":"2023-03-13T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06F","G06V","G06F","G06N","G06N","G06N","G06N","G06N","G06N","G06N","G06V"],"num_claims":20,"abstract":"A method of training an action selection neural network to perform a demonstrated task using a supervised learning technique. The action selection neural network is configured to receive demonstration data comprising actions to perform the task and rewards received for performing the actions. The action selection neural network has auxiliary prediction task neural networks on one or more of its intermediate outputs. The action selection policy neural network is trained using multiple combined losses, concurrently with the auxiliary prediction task neural networks."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Training action-selection neural networks from demonstrations using multiple losses","description":"A method of training an action selection neural network to perform a demonstrated task using a supervised learning technique. The action selection neural network is configured to receive demonstration","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008077","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-12008077","citation_suggestion":"Patentable. \"Training action-selection neural networks from demonstrations using multiple losses\" (US-12008077). https://patentable.app/patents/US-12008077","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008077","json":"https://patentable.app/api/llm-context/US-12008077","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T17:22:43.471Z"}