{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11960979","patent":{"patent_number":"US-11960979","title":"Reinforcement learning for autonomous telecommunications networks","assignee":null,"inventors":[],"filing_date":"2021-09-09T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","H04L","H04L","H04L","H04L","H04L","H04W","H04W","H04W"],"num_claims":18,"abstract":"Systems and methods include steps of determining a state of a network based on telemetry data; determining a value of a reward associated with the state; determining an action to take on the network to bring the network to a next state that is expected to have a better than or equal to value of the reward; and causing the action to be implemented in the network. The steps can also include continuing the determining steps and the causing step."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Reinforcement learning for autonomous telecommunications networks","description":"Systems and methods include steps of determining a state of a network based on telemetry data; determining a value of a reward associated with the state; determining an action to take on the network t","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11960979","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-11960979","citation_suggestion":"Patentable. \"Reinforcement learning for autonomous telecommunications networks\" (US-11960979). https://patentable.app/patents/US-11960979","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11960979","json":"https://patentable.app/api/llm-context/US-11960979","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T12:36:17.604Z"}