{"id":15676658,"url":"https://github.com/vojtamolda/game-ai","last_synced_at":"2025-05-07T09:04:56.913Z","repository":{"id":109692871,"uuid":"64337267","full_name":"vojtamolda/game-ai","owner":"vojtamolda","description":"Game AI algorithms.","archived":false,"fork":false,"pushed_at":"2019-08-08T16:07:03.000Z","size":10951,"stargazers_count":15,"open_issues_count":0,"forks_count":9,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-07T09:04:46.781Z","etag":null,"topics":["ai","algorithm","game","python"],"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/vojtamolda.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":"2016-07-27T19:49:44.000Z","updated_at":"2025-04-30T00:07:44.000Z","dependencies_parsed_at":null,"dependency_job_id":"ec5bfe2d-1928-4261-9c41-d4f4d45650f6","html_url":"https://github.com/vojtamolda/game-ai","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/vojtamolda%2Fgame-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vojtamolda%2Fgame-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vojtamolda%2Fgame-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vojtamolda%2Fgame-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vojtamolda","download_url":"https://codeload.github.com/vojtamolda/game-ai/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252847489,"owners_count":21813453,"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":["ai","algorithm","game","python"],"created_at":"2024-10-03T16:04:38.791Z","updated_at":"2025-05-07T09:04:56.900Z","avatar_url":"https://github.com/vojtamolda.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Games and AIs :)\n\n\n## Tic-Tac-Toe - [`tictactoe/`](tictactoe/)\nOldie but goodie 3 by 3 noughts against crosses with 4 different built-in AIs. Good luck trying to beat them ;)\nCheck out the `?` button the visualizes the current game graph as seen by the AI algorithm.\n\n\u003cimg src=\"tictactoe/screenshot-ui.png\" alt=\"Tic-Tac-Toe (MacOS)\" width=\"30%\"\u003e\n\n\n\n## Sheriff Chase - [`sheriff/`](sheriff/)\nImplementation of value iteration, policy iteration and Q learning algorithms that search for the optimal\npolicy. The game is a simple deterministic implementation of an OpenAI gym environment extended to Markov\nDecision Process.\n\n\u003cimg src=\"sheriff/screenshot.png\" alt=\"Sheriff Chase\" width=\"60%\"\u003e\n\n\n\n## Game of Life - [`life/`](life/)\nGray-Scott reaction diffusion system and a simple cellular automaton with a fancy history fading visualization bundled\nin one compact application.\n\n\u003cimg src=\"life/screenshot-mac.png\" alt=\"Game of Life (MacOS)\" width=\"30%\"\u003e\n\n\n\n## Tetris - [`tetris/`](tetris/)\nYet another clone of the greatest game of all time. Peppered up with fancy tetrimino bouncing animation.\n\n\u003cimg src=\"tetris/screenshot-mac.png\" alt=\"Tetris (MacOS)\" width=\"30%\"\u003e\n\n\n\n## Fourplay - [`fourplay/`](fourplay/)\nLogical game for two with a quite-hard (but not impossible) to beat AI. One algorithm uses depth first search with\nbranch pruning of obviously wrong choices for speed-up and looks 8 moves ahead.\n\n\u003cimg src=\"fourplay/screenshot-mac.png\" alt=\"Fourplay (MacOS)\" width=\"30%\"\u003e\n\n\n\n## Maze - [`maze/`](maze/)\nMaze typically found in a children's magazine generated by a stochastic DFS algorithm. This guarantees that the end of\nthe maze is always hard to get to. Also check out the fancy ball animations :)\n\n\u003cimg src=\"maze/screenshot-mac.png\" alt=\"Maze (MacOS)\" width=\"31%\"\u003e\n\n\n\n## Minesweeper - [`minesweeper/`](minesweeper/)\nClone of the only good software produced by a certain Seattle company...\n\n\u003cimg src=\"minesweeper/screenshot-mac.png\" alt=\"Minesweeper (MacOS)\" width=\"30%\"\u003e\n\n\n\n## Requirements\n- [Python 3](https://www.python.org/downloads/)\n- [PySide2](http://www.pyside.org/)\n- [Numpy](http://www.numpy.org)\n\n\nThis work is licensed under the [MIT License](https://opensource.org/licenses/MIT) © 2017.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvojtamolda%2Fgame-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvojtamolda%2Fgame-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvojtamolda%2Fgame-ai/lists"}