{"id":16152975,"url":"https://github.com/dilmerv/unitymlessentials","last_synced_at":"2025-04-06T04:06:05.293Z","repository":{"id":37520519,"uuid":"277394019","full_name":"dilmerv/UnityMLEssentials","owner":"dilmerv","description":"Various examples of ml-agents while teaching concepts about it in YouTube","archived":false,"fork":false,"pushed_at":"2025-02-18T03:13:58.000Z","size":459196,"stargazers_count":112,"open_issues_count":2,"forks_count":27,"subscribers_count":13,"default_branch":"master","last_synced_at":"2025-03-30T03:02:44.207Z","etag":null,"topics":["csharp","machine-learning","ml-agents","tensorflow","unity"],"latest_commit_sha":null,"homepage":"https://www.youtube.com/dilmerv","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/dilmerv.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":"2020-07-05T22:31:52.000Z","updated_at":"2025-03-24T11:53:03.000Z","dependencies_parsed_at":"2022-07-12T16:21:19.951Z","dependency_job_id":null,"html_url":"https://github.com/dilmerv/UnityMLEssentials","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/dilmerv%2FUnityMLEssentials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dilmerv%2FUnityMLEssentials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dilmerv%2FUnityMLEssentials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dilmerv%2FUnityMLEssentials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dilmerv","download_url":"https://codeload.github.com/dilmerv/UnityMLEssentials/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247430864,"owners_count":20937874,"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":["csharp","machine-learning","ml-agents","tensorflow","unity"],"created_at":"2024-10-10T01:09:43.471Z","updated_at":"2025-04-06T04:06:05.271Z","avatar_url":"https://github.com/dilmerv.png","language":"C#","funding_links":[],"categories":[],"sub_categories":[],"readme":"# UnityMLEssentials\nVarious examples of ml-agents while teaching concepts about it in my [YouTube Channel](https://www.youtube.com/c/dilmervalecillos)\n\nExample Scenes: (New Demos In Progress)\n\n**ParkingLot.unity** Demonstrates how to park a car with machine learning.\n**ParkingLotAdvanced.unity** Demonstrates how to park a car with machine learning in a more advanced area.\n\n**Config** used -\u003e /Assets/Config/SelfParking.yaml\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/ParkingLot1.gif\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/ParkingLot2.gif\" width=\"300\"\u003e\n\n\n**CrossTheRoad.unity** Demonstrates how to mimic Crossy Road game mechanic with machine learning.\n\n**Config** used -\u003e /Assets/Config/CrossTheRoad.yaml\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/CrossTheRoad1.gif\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/CrossTheRoad2.gif\" width=\"300\"\u003e\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/CrossTheRoad3.gif\" width=\"300\"\u003e\n\n**BasicPathFinding.unity** Demonstrates how agents learn to reach a goal and walk through an area.\n\n**Config** used -\u003e /Assets/Config/PlayerMaze.yaml\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/BasicPathFinding.gif\" width=\"300\"\u003e\n\n**BasicAvoidance.unity** Demonstrates how agents learn to avoid objects coming towards them.\n\n**Config** used -\u003e /Assets/Config/PlayerAvoidance.yaml\n\n\u003cimg src=\"https://github.com/dilmerv/UnityMLEssentials/blob/master/docs/images/BasicAvoidance.gif\" width=\"300\"\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdilmerv%2Funitymlessentials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdilmerv%2Funitymlessentials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdilmerv%2Funitymlessentials/lists"}