{"id":23975184,"url":"https://github.com/comtalyst/minesweepers","last_synced_at":"2026-04-21T13:01:44.875Z","repository":{"id":129461744,"uuid":"218628621","full_name":"comtalyst/Minesweepers","owner":"comtalyst","description":"Using Neural Networks and Genetic Algorithms to control movements of the bots in 2D plane","archived":false,"fork":false,"pushed_at":"2019-10-30T22:01:34.000Z","size":16,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-24T16:45:52.777Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Java","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/comtalyst.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":"2019-10-30T21:18:31.000Z","updated_at":"2019-10-30T22:01:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"f3ebfc5f-dd34-4a12-bf3d-11c2b58c9f96","html_url":"https://github.com/comtalyst/Minesweepers","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/comtalyst/Minesweepers","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/comtalyst%2FMinesweepers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/comtalyst%2FMinesweepers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/comtalyst%2FMinesweepers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/comtalyst%2FMinesweepers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/comtalyst","download_url":"https://codeload.github.com/comtalyst/Minesweepers/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/comtalyst%2FMinesweepers/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32093156,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-21T11:25:29.218Z","status":"ssl_error","status_checked_at":"2026-04-21T11:25:28.499Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 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":[],"created_at":"2025-01-07T05:59:39.769Z","updated_at":"2026-04-21T13:01:44.868Z","avatar_url":"https://github.com/comtalyst.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Minesweepers\nThe technical objective of the project is to train the \"Minesweeper\" bots to correctly walk through the \"good mines\" and evade the \"bad mines\" presented on a 2D plane using Genetic Algorithms and Neural Networks.\u003cbr\u003e\n\nEach agent (bot) will have a unique model of Neural Network which will decide its next movement based on nearest mines.\u003cbr\u003e\nThese agents will also simulate genetic algorithms in order to select only high-fitness models to be passed to the next generation. (That's why we have multiple bots).\u003cbr\u003e\n\nThis project is part of the Independent Study in Advanced Programming course at George School.\u003cbr\u003e\nSome parts of the codes were provided by the instructor, Travis.\u003cbr\u003e\n\nNote that the codes have been kept in the original form at the time of submission.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcomtalyst%2Fminesweepers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcomtalyst%2Fminesweepers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcomtalyst%2Fminesweepers/lists"}