{"id":17723417,"url":"https://github.com/vivek3141/rubiks-cube-ai","last_synced_at":"2025-03-14T05:31:56.546Z","repository":{"id":96163018,"uuid":"142975600","full_name":"vivek3141/rubiks-cube-ai","owner":"vivek3141","description":"Using Deep Reinforcement Learning, a computer program learns how to solve the Rubik's Cube, the world's most popular toy.","archived":false,"fork":false,"pushed_at":"2018-08-04T00:48:02.000Z","size":376,"stargazers_count":18,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"master","last_synced_at":"2023-03-02T04:25:50.510Z","etag":null,"topics":["machine-learning","q-learning","reinforcement-learning","rubiks-cube"],"latest_commit_sha":null,"homepage":"","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/vivek3141.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":"2018-07-31T07:03:30.000Z","updated_at":"2023-02-01T21:53:57.000Z","dependencies_parsed_at":null,"dependency_job_id":"a0f92fe1-833a-4cfc-a3e9-94cb92c8ca26","html_url":"https://github.com/vivek3141/rubiks-cube-ai","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Frubiks-cube-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Frubiks-cube-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Frubiks-cube-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Frubiks-cube-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vivek3141","download_url":"https://codeload.github.com/vivek3141/rubiks-cube-ai/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243532517,"owners_count":20306151,"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":["machine-learning","q-learning","reinforcement-learning","rubiks-cube"],"created_at":"2024-10-25T15:42:55.291Z","updated_at":"2025-03-14T05:31:56.538Z","avatar_url":"https://github.com/vivek3141.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Rubik's Cube AI\nThe Rubik's Cube is the most popular toy right now. This\nprogram uses deep-q learning and OpenAI baselines to learn how \nto solve the cube.\n\n## Requirements\nYou can run `sudo sh requirements.sh` to get all the requirements\n\u003cbr /\u003e\nIf on windows, run `requirements`\n\n## How it works\nThis program uses Deep Q learning and OpenAI's gym and baselines. I have experimented\nwith Keras also, however I found that baselines gave better results.\n\n## Usage\nTo train, run \n\u003cbr /\u003e\n`python3 main.py train`\n\u003cbr /\u003e\u003cbr /\u003e\nTo run, run \u003cbr /\u003e\n`python3 main.py run`\n\n## Debugging\nOpen main.py in your editor and you can edit all the variables for the classes `Run` and `Train`.\n\n## Credits\n@Robin Chiu for writing the base of the env. I fixed a few issues which is why it has been provided.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvivek3141%2Frubiks-cube-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvivek3141%2Frubiks-cube-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvivek3141%2Frubiks-cube-ai/lists"}