{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9792397","patent":{"patent_number":"US-9792397","title":"System and method for designing system on chip (SoC) circuits through artificial intelligence and reinforcement learning","assignee":null,"inventors":[],"filing_date":"2017-04-27T00:00:00.000Z","publication_date":"2017-10-17T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F"],"num_claims":22,"abstract":"The embodiments herein discloses a system and method for designing SoC using AI and Reinforcement Learning (RL) techniques. Reinforcement Learning is done either hierarchically in several steps or in a single-step comprising environment, tasks, agents and experiments, to have access to SoC (System on a Chip) related information. The AI agent is configured to learn from the interaction and plan the implementation of a SoC circuit design. Q values generated for each domain and sub domain are stored in a hierarchical SMDP structure in a form of SMDP Q table in a big data database. An optimal chip architecture corresponding to a maximum Q value of a top level in the SMDP Q table is acquired and stored in a database for learning and inference. Desired SoC configuration is optimized and generated based on the optimal chip architecture and the generated chip specific graph library."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for designing system on chip (SoC) circuits through artificial intelligence and reinforcement learning","description":"The embodiments herein discloses a system and method for designing SoC using AI and Reinforcement Learning (RL) techniques. Reinforcement Learning is done either hierarchically in several steps or in ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9792397","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-9792397","citation_suggestion":"Patentable. \"System and method for designing system on chip (SoC) circuits through artificial intelligence and reinforcement learning\" (US-9792397). https://patentable.app/patents/US-9792397","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9792397","json":"https://patentable.app/api/llm-context/US-9792397","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T06:45:52.521Z"}