{"id":18791007,"url":"https://github.com/hansbug/dqn_demo","last_synced_at":"2025-10-06T15:14:51.730Z","repository":{"id":174603826,"uuid":"652156881","full_name":"HansBug/dqn_demo","owner":"HansBug","description":"Demo for dqn","archived":false,"fork":false,"pushed_at":"2023-06-13T07:08:24.000Z","size":19,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-13T11:45:51.557Z","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/HansBug.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,"publiccode":null,"codemeta":null}},"created_at":"2023-06-11T09:12:31.000Z","updated_at":"2023-06-11T09:13:59.000Z","dependencies_parsed_at":"2023-07-30T02:15:30.543Z","dependency_job_id":null,"html_url":"https://github.com/HansBug/dqn_demo","commit_stats":null,"previous_names":["hansbug/dqn_demo"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/HansBug/dqn_demo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HansBug%2Fdqn_demo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HansBug%2Fdqn_demo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HansBug%2Fdqn_demo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HansBug%2Fdqn_demo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HansBug","download_url":"https://codeload.github.com/HansBug/dqn_demo/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HansBug%2Fdqn_demo/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278630912,"owners_count":26018844,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-06T02:00:05.630Z","response_time":65,"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":"2024-11-07T21:14:24.874Z","updated_at":"2025-10-06T15:14:51.705Z","avatar_url":"https://github.com/HansBug.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# dqn_demo\n\nDQN demo for cliff walking\n\n```python\nimport gym\nfrom ditk import logging\n\nfrom dqn import train_dqn\n\nif __name__ == '__main__':\n    logging.try_init_root(logging.INFO)\n    env = gym.make(\"CliffWalking-v0\")\n\n    train_dqn(\n        env=env,\n        workdir='runs/first_demo',\n\n        max_episodes=10000,\n        max_steps=1000,\n        render_per_steps=20,\n        eval_per_episodes=5,\n        round_per_eval=10,\n\n        eps_start=1.0,\n        eps_end=0.1,\n        eps_decay=0.995,\n        replay_buffer_size=10000,\n\n        batch=64,\n        gamma=0.99,\n        learning_rate=1e-3,\n        state_trans='standalone'\n    )\n\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhansbug%2Fdqn_demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhansbug%2Fdqn_demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhansbug%2Fdqn_demo/lists"}