{"id":18672183,"url":"https://github.com/liuruoze/betastar","last_synced_at":"2025-04-12T01:30:58.542Z","repository":{"id":85006509,"uuid":"402682916","full_name":"liuruoze/BetaStar","owner":"liuruoze","description":"(SSCAIT'2019) BetaStar is a StarCraft AI, written by a team at Nanjing University. It is written for StarCraft I. SSCAIT=Student StarCraft AI Tournament.","archived":false,"fork":false,"pushed_at":"2021-09-03T07:26:14.000Z","size":4048,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-25T21:14:44.300Z","etag":null,"topics":["competition-code","cplusplus","deep-neural-networks","machine-learning","python","scripted-agent","starcraft","starcraft-bot","starcraft-broodwar","supervised-learning"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/liuruoze.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-09-03T07:22:37.000Z","updated_at":"2023-08-07T07:58:34.000Z","dependencies_parsed_at":"2023-03-01T03:45:36.955Z","dependency_job_id":null,"html_url":"https://github.com/liuruoze/BetaStar","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/liuruoze%2FBetaStar","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liuruoze%2FBetaStar/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liuruoze%2FBetaStar/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liuruoze%2FBetaStar/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/liuruoze","download_url":"https://codeload.github.com/liuruoze/BetaStar/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248504212,"owners_count":21115134,"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":["competition-code","cplusplus","deep-neural-networks","machine-learning","python","scripted-agent","starcraft","starcraft-bot","starcraft-broodwar","supervised-learning"],"created_at":"2024-11-07T09:09:55.349Z","updated_at":"2025-04-12T01:30:55.992Z","avatar_url":"https://github.com/liuruoze.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# BetaStar\n\nBetaStar is a StarCraft AI, written by a team at Nanjing University. It is written for StarCraft I. Though It contains some machine learning modules, its main strength comes from heuristic rules and human knowledge.\n\n* It achieves the 9th in the CoG 2019 tournament (formerly CIG).\n* It achieves the 5th in the SSCAIT ladder (2019-09-07), shown as below: \n\n![SSCAIT](doc/result_in_2019-09-07.png)\n\n## Facts\n\nBetaStar is based on CSE(AIIDE 2018), improving the codes and strategies against all three races, and using a new machine learning module.\n\n## Strategies\n\n* It exploits Carriers and Shuttles against the mechanized force of Terran.\n* It utilizes High Templars against the biochemistry force of Terran.\n* It improves Dark Templars against Protoss.\n* It perfects Dragoons and Zealots against Zerg.\n\n## Architectures\n\n* It uses Eigen as a computing library and MiniDNN as a machine learning library.\n* It provides all training codes(in C++) and data processing code(in Python).\n\n## Starcraft/BWAPI-related 3rd-party Libraries Used\n\n* BWEM\n* BWEB\n\n## Team members\n\nRuo-Ze Liu, Yuntao Ma, Haifeng Guo, Yuzhou Wu, Yuanhao Zheng, Zitai Xiao, Yang Yu, Tong Lu. ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fliuruoze%2Fbetastar","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fliuruoze%2Fbetastar","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fliuruoze%2Fbetastar/lists"}