{"id":19432940,"url":"https://github.com/bonifatius94/rl-algos","last_synced_at":"2026-05-06T04:31:44.166Z","repository":{"id":133709808,"uuid":"600018933","full_name":"Bonifatius94/rl-algos","owner":"Bonifatius94","description":"SOTA Reinforcement Learning Algorithms","archived":false,"fork":false,"pushed_at":"2023-08-16T13:32:13.000Z","size":98,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-25T06:18:35.791Z","etag":null,"topics":["artificial-intelligence","dreamer-v2","ppo","python","reinforcement-learning","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Bonifatius94.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-02-10T11:59:11.000Z","updated_at":"2023-05-24T09:41:43.000Z","dependencies_parsed_at":null,"dependency_job_id":"e4165616-dc01-4135-bc27-c851168dc9c9","html_url":"https://github.com/Bonifatius94/rl-algos","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Bonifatius94/rl-algos","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bonifatius94%2Frl-algos","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bonifatius94%2Frl-algos/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bonifatius94%2Frl-algos/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bonifatius94%2Frl-algos/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bonifatius94","download_url":"https://codeload.github.com/Bonifatius94/rl-algos/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bonifatius94%2Frl-algos/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32678584,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-06T02:33:58.958Z","status":"ssl_error","status_checked_at":"2026-05-06T02:33:39.611Z","response_time":117,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["artificial-intelligence","dreamer-v2","ppo","python","reinforcement-learning","tensorflow"],"created_at":"2024-11-10T14:37:42.117Z","updated_at":"2026-05-06T04:31:44.145Z","avatar_url":"https://github.com/Bonifatius94.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Reference RL Algorithm Implementation\n\n## About\nThis repository outlines several reinforcement learning algorithms\nand uses them to solve common OpenAI Gym environment tasks.\n\nThe algorithm outlined is Proximal Policy Optimization (PPO). The implementation\nof Dreamer is currently not working. Feel free to contribute in case you want\nto help implementing more algorithms.\n\n## Quickstart\n\n```sh\ngit clone https://github.com/Bonifatius94/rl-algos\ncd rl-algos\n```\n\n### Local Deployment\n```sh\npython3 -m pip install virtualenv\nvirtualenv venv --python=python3\n\nsource venv/bin/activate\n\npip install -r build_requirements.txt\npip install -r runtime_requirements.txt\n\ndeactivate\n```\n\n### Run Training With Visualization\n```sh\npython3 train_interactive.py\n```\n\n### Docker Deployment\n\n```sh\ndocker-compose build \u0026\u0026 docker-compose run \\\n    rlalgos-cuda python ./train_headless.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbonifatius94%2Frl-algos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbonifatius94%2Frl-algos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbonifatius94%2Frl-algos/lists"}