{"id":27944873,"url":"https://github.com/devslem/unity-ml-agents","last_synced_at":"2026-05-07T18:34:44.737Z","repository":{"id":49384669,"uuid":"461575873","full_name":"DevSlem/unity-ml-agents","owner":"DevSlem","description":"Share Unity ML-Agents reinforcement learning environments.","archived":false,"fork":false,"pushed_at":"2022-08-04T18:09:45.000Z","size":37458,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-07T12:54:57.061Z","etag":null,"topics":["deep-learning","deep-reinforcement-learning","ml-agents","reinforcement-learning","unity","unity3d"],"latest_commit_sha":null,"homepage":"","language":"C#","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/DevSlem.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}},"created_at":"2022-02-20T18:19:08.000Z","updated_at":"2022-11-24T06:59:06.000Z","dependencies_parsed_at":"2022-08-26T08:01:30.385Z","dependency_job_id":null,"html_url":"https://github.com/DevSlem/unity-ml-agents","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DevSlem/unity-ml-agents","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Funity-ml-agents","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Funity-ml-agents/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Funity-ml-agents/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Funity-ml-agents/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DevSlem","download_url":"https://codeload.github.com/DevSlem/unity-ml-agents/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2Funity-ml-agents/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32750784,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-07T02:14:30.463Z","status":"ssl_error","status_checked_at":"2026-05-07T02:14:29.405Z","response_time":62,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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":["deep-learning","deep-reinforcement-learning","ml-agents","reinforcement-learning","unity","unity3d"],"created_at":"2025-05-07T12:54:54.297Z","updated_at":"2026-05-07T18:34:44.717Z","avatar_url":"https://github.com/DevSlem.png","language":"C#","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Unity ML-Agents\n\nYou can use environments that i've developed when you train a reinforcement learning agent.\n\n## Latest Environment\n\n[Cliff Walking](https://github.com/DevSlem/unity-ml-agents/wiki/Cliff-Walking)\n\n\u003cimg src=\"/Images/cliffwalking.webp\" width=\"60%\"\u003e\n\n## Development Environment\n\n* Unity Editor: 2021.3.6f1\n* [Unity ML-Agents Toolkit: Release 19](https://github.com/Unity-Technologies/ml-agents/tree/release_19)\n* Python: 3.7.13\n\nInstall the `mlagents` Python package\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\n```\n\n## Unity Environments\n\nFirst of all, Open the `Unity ML-Agents Project` project. After it, You can see the `Assets/Environments` directory which includes all RL environments. Go to the `Assets/Environments/\u003cEnvironment Name\u003e/Scenes` folder, if you want to use an environment. Open the scene file of the environment. You can use it as two ways to train.\n\n1. [build an environment as an executable file](https://github.com/Unity-Technologies/ml-agents/blob/release_19_docs/docs/Learning-Environment-Executable.md)\n2. directly interact with Unity Editor\n\nYou can see descriptions of environments in [Wiki](https://github.com/DevSlem/unity-ml-agents/wiki).\n\n## Structure\n\n* [config](/config/) - Training configuration files\n* [Unity ML-Agents Project](/Unity%20ML-Agents%20Project/) - Unity ML-Agents project\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Funity-ml-agents","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevslem%2Funity-ml-agents","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Funity-ml-agents/lists"}