{"id":27944904,"url":"https://github.com/devslem/rl-algorithm","last_synced_at":"2025-05-07T12:55:04.993Z","repository":{"id":50021533,"uuid":"510369356","full_name":"DevSlem/rl-algorithm","owner":"DevSlem","description":"Reinforcement learning algorithms and some environments","archived":false,"fork":false,"pushed_at":"2022-08-01T08:47:27.000Z","size":37215,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-07T12:54:53.501Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/DevSlem.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}},"created_at":"2022-07-04T13:25:10.000Z","updated_at":"2022-07-05T10:11:33.000Z","dependencies_parsed_at":"2022-09-14T03:00:59.727Z","dependency_job_id":null,"html_url":"https://github.com/DevSlem/rl-algorithm","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Frl-algorithm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Frl-algorithm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Frl-algorithm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Frl-algorithm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DevSlem","download_url":"https://codeload.github.com/DevSlem/rl-algorithm/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252882789,"owners_count":21819154,"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","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":"2025-05-07T12:55:04.525Z","updated_at":"2025-05-07T12:55:04.987Z","avatar_url":"https://github.com/DevSlem.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RL Algorithm\n\nIt's a repository where i share reinforcement learning algorithms and some environments.  \n\n## Development Environment\n\nCreate an anaconda environment using this command:\n\n```\nconda env create -f conda_env.yaml\n```\n\nIf you want to change the environment name, change the value of `name` field, currently `rl-algorithm` value, in `conda_env.yaml` file.\n\nIf it doesn't work, then install manually using this commands:\n\n```\nconda install pytorch==1.11.0 torchvision==0.12.0 torchaudio==0.11.0 cudatoolkit=11.3 -c pytorch\npython -m pip install mlagents==0.28.0\nconda install ipykernel\nconda install matplotlib\npip install tqdm\nconda install -c conda-forge ipywidgets\npip install gym\npip install gym[classic_control]\n```\n\n## Structure\n\n`*` marker indicates that you can use API from both that module and `rl` module.\n\n* [rl](/rl/) - Default RL module\n  * [*agent](/rl/agent/) - Agent Interfaces\n  * [*drl_agent](/rl/drl_agent/) - DRL Agents\n  * [environment](/rl/environment/) - Environments for RL\n  * [*rl_agent](/rl/rl_agent/) - RL Agents\n  * [*rl_util](/rl/rl_util/) - RL Utilities\n  * [util](/rl/util/) - General Utilities\n* [trainings](/trainings/) - Training files\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Frl-algorithm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevslem%2Frl-algorithm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Frl-algorithm/lists"}