{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-414723395","name":"samsonq/Thesis — AI/Bot Repository","category":"Other resources","description":"Samson's MIT Master's Degree Thesis: \"Multi-Agent Deep Reinforcement Learning and GAN-Based Market Simulation for Derivatives Pricing and Dynamic Hedging\".","publisher":"samsonq (GitHub owner)","website":"https://github.com/samsonq/Thesis","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-414723395","tags":["AI","Repository metadata"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/samsonq/Thesis","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/samsonq/Thesis","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-11-08","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"414723395","topics":["deep-reinforcement-learning","hedging","options","options-pricing","reinforcement-learning"],"retrievedAt":"2026-11-08T04:32:50.694Z","availabilityCheckedAt":"2026-11-08T04:32:50.694Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-11-08T04:41:36.092Z"},"size":47201,"defaultBranch":"master","fullName":"samsonq/Thesis","metadataSource":"https://api.github.com/repos/samsonq/Thesis","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}