{"id":20983875,"url":"https://github.com/j-w-yun/q_learning_tutorial","last_synced_at":"2026-04-27T09:03:00.932Z","repository":{"id":136055831,"uuid":"189145655","full_name":"j-w-yun/q_learning_tutorial","owner":"j-w-yun","description":"A TensorFlow implementation of reinforcement learning Q-table and Q-network.","archived":false,"fork":false,"pushed_at":"2019-06-05T05:30:32.000Z","size":15,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-27T20:08:22.476Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/j-w-yun.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2019-05-29T03:41:08.000Z","updated_at":"2025-03-21T16:08:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"daafcb33-543f-4992-9365-65aabfc18141","html_url":"https://github.com/j-w-yun/q_learning_tutorial","commit_stats":null,"previous_names":["j-w-yun/q_learning_tutorial"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/j-w-yun/q_learning_tutorial","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/j-w-yun%2Fq_learning_tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/j-w-yun%2Fq_learning_tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/j-w-yun%2Fq_learning_tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/j-w-yun%2Fq_learning_tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/j-w-yun","download_url":"https://codeload.github.com/j-w-yun/q_learning_tutorial/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/j-w-yun%2Fq_learning_tutorial/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32329466,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T23:26:28.701Z","status":"online","status_checked_at":"2026-04-27T02:00:06.769Z","response_time":128,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-19T05:50:41.963Z","updated_at":"2026-04-27T09:03:00.915Z","avatar_url":"https://github.com/j-w-yun.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# A TensorFlow implementation of reinforcement learning Q-table and Q-network.\n\n### About\n\n`q_table.py` uses reinforcement learning to generate a Q-table specific to the environment in which it is learned.\n\n`q_network.py` uses reinforcement learning to train a neural network that maps an environment state to an action-value tensor output.\n\n### Dependencies\n\n```\ngym 0.12.4\nnumpy 1.16.3\ntensorflow (tensorflow-gpu) 1.13.1\nsix 1.12.0\n```\n\n### Instructions\n\nClone the repository\n\n`git clone https://github.com/Jaewan-Yun/q_learning_tutorial`\n\nNavigate to folder\n\n`cd q_learning_tutorial`\n\nRun desired tutorial code\n\n`python q_table.py`\n`python q_network.py`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fj-w-yun%2Fq_learning_tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fj-w-yun%2Fq_learning_tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fj-w-yun%2Fq_learning_tutorial/lists"}