{"id":20315314,"url":"https://github.com/madebypixel02/machine-learning-pacman","last_synced_at":"2026-04-11T00:54:01.887Z","repository":{"id":42046950,"uuid":"351156090","full_name":"madebypixel02/Machine-Learning-Pacman","owner":"madebypixel02","description":"[Uc3m] The Classic ghost-eating game","archived":false,"fork":false,"pushed_at":"2023-03-19T13:35:47.000Z","size":17655,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-14T12:51:49.303Z","etag":null,"topics":["data-science","data-structures","data-structures-and-algorithms","machine-learning","machine-learning-algorithms","pacman-game","python","reinforcement-learning","uc3m","videogame","weka","weka-library"],"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/madebypixel02.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":"2021-03-24T16:49:43.000Z","updated_at":"2025-01-11T15:28:09.000Z","dependencies_parsed_at":"2025-01-14T12:50:30.426Z","dependency_job_id":"bb23f5a7-8c51-46a8-938b-b63581d1184e","html_url":"https://github.com/madebypixel02/Machine-Learning-Pacman","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/madebypixel02%2FMachine-Learning-Pacman","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/madebypixel02%2FMachine-Learning-Pacman/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/madebypixel02%2FMachine-Learning-Pacman/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/madebypixel02%2FMachine-Learning-Pacman/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/madebypixel02","download_url":"https://codeload.github.com/madebypixel02/Machine-Learning-Pacman/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241818872,"owners_count":20025210,"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":["data-science","data-structures","data-structures-and-algorithms","machine-learning","machine-learning-algorithms","pacman-game","python","reinforcement-learning","uc3m","videogame","weka","weka-library"],"created_at":"2024-11-14T18:18:44.768Z","updated_at":"2025-12-31T01:01:45.027Z","avatar_url":"https://github.com/madebypixel02.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning Pacman | uc3m\n\n*The Classic ghost-eating game 👾*\n\n[**Report**](https://github.com/madebypixel02/Machine-Learning-Pacman/blob/master/Practice%202%20Report.pdf)\n\n## Introduction\n\nThis project introduces us to new notions on Machine Learning. I developed this project with [@chriss1245](https://github.com/chriss1245).\n\n## Installation\n\nDependencies:\n\n```\njre-openjdk python python-pip git\n```\n\nClone the repo:\n\n```shell\ngit clone https://github.com/madebypixel02/Machine-Learning-Pacman.git\ncd Machine-Learning-Pacman\n```\n\nInstall the required ``python`` libraries:\n\n```shell\nJAVA_HOME=/usr/lib/jvm/default pip install -r requirements.txt\n```\nTest our ``machine learning`` algorithm\n\n```shell\npython busters.py -p QLearningAgent -l openClassic -t 0.1 -g RandomGhost\n```\n\nNote: ``-l`` specifies map to try (from layouts folder), ``-g RandomGhost`` specifies that ghosts will move at random instead of staying still.\n\n## Gameplay\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=https://user-images.githubusercontent.com/40824677/157230489-78664ef8-2eb5-41ff-9dc0-ed4b7aa7aa52.gif /\u003e\n\u003c/div\u003e\n\n## Summary\n\nMay 4th, 2021\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmadebypixel02%2Fmachine-learning-pacman","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmadebypixel02%2Fmachine-learning-pacman","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmadebypixel02%2Fmachine-learning-pacman/lists"}