{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9754221","patent":{"patent_number":"US-9754221","title":"Processor for implementing reinforcement learning operations","assignee":null,"inventors":[],"filing_date":"2017-03-09T00:00:00.000Z","publication_date":"2017-09-05T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N"],"num_claims":19,"abstract":"A reinforcement learning processor specifically configured to execute reinforcement learning operations by the way of implementing an application-specific instruction set is envisaged. The application-specific instruction set incorporates ‘Single Instruction Multiple Agents (SIMA)’ instructions. SIMA type instructions are specifically designed to be implemented simultaneously on a plurality of reinforcement learning agents which interact with corresponding reinforcement learning environments. The SIMA type instructions are specifically configured to receive either a reinforcement learning agent ID or a reinforcement learning environment ID as the operand. The reinforcement learning processor uses neural network data paths to communicate with a neural network which in turn uses the actions, state-value functions, Q-values and reward values generated by the reinforcement learning processor to approximate an optimal state-value function as well as an optimal reward function."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Processor for implementing reinforcement learning operations","description":"A reinforcement learning processor specifically configured to execute reinforcement learning operations by the way of implementing an application-specific instruction set is envisaged. The application","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9754221","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-9754221","citation_suggestion":"Patentable. \"Processor for implementing reinforcement learning operations\" (US-9754221). https://patentable.app/patents/US-9754221","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9754221","json":"https://patentable.app/api/llm-context/US-9754221","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T04:54:59.217Z"}