{"id":23088511,"url":"https://github.com/zozero/a3c-super-mario","last_synced_at":"2026-05-02T08:34:55.445Z","repository":{"id":231328849,"uuid":"574452519","full_name":"zozero/A3C-super-mario","owner":"zozero","description":"强化学习之超级马里奥，异步优势行动者与评论家","archived":false,"fork":false,"pushed_at":"2022-12-05T10:55:32.000Z","size":12595,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-11-08T01:19:11.132Z","etag":null,"topics":["a3c","ai","pytorch","rl"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zozero.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-12-05T10:48:43.000Z","updated_at":"2022-12-05T10:58:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"f8307eb6-d758-4a5d-a892-cefe47b68a39","html_url":"https://github.com/zozero/A3C-super-mario","commit_stats":null,"previous_names":["zozero/a3c-super-mario"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zozero/A3C-super-mario","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zozero%2FA3C-super-mario","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zozero%2FA3C-super-mario/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zozero%2FA3C-super-mario/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zozero%2FA3C-super-mario/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zozero","download_url":"https://codeload.github.com/zozero/A3C-super-mario/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zozero%2FA3C-super-mario/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32528403,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-02T01:12:54.858Z","status":"online","status_checked_at":"2026-05-02T02:00:05.923Z","response_time":132,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["a3c","ai","pytorch","rl"],"created_at":"2024-12-16T20:17:01.583Z","updated_at":"2026-05-02T08:34:55.440Z","avatar_url":"https://github.com/zozero.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 超级马里奥\n### 异步优势行动者与评论家\n## 关于程序\n很有趣的项目，但训练需要很长时间，训练花了10个小时左右。\\\n没有训练完善的网络模型测试时会卡在某个柱子前，或者某个台阶上，经过很长很长时间后它才学会跳过去......\\\n命名都为中文，尽可能地贴近其所描述的含义。\\\n中英文对照：异步优势行动者与评论家(A3C,Asynchronous Advantage Actor-critic)。\\\n是我仿照自《强化学习实战系列（2020最新）》唐老师的视频课程。\n## 文件说明\n《训练.py》这里是用来训练的。\\\n《测试.py》这里是用来训练的。\\\n《超级马里奥_1_1_已完成》这是我训练好的模型，它在《已训练的模型》目录下。\\\n《强化学习之异步优势行动者与评论家.docx》这个文件里面是基础的数学公式，我有对公式的组成进行说明。你可能不会理解我写了什么，事实上我重读的时候也是这样：）。\n## 注意事项\n你需要安装[Gym](https://www.gymlibrary.dev/)，[gym-super-mario-bros](https://github.com/Kautenja/gym-super-mario-bros)（专用于马里奥游戏的库）。\\\n如果在win11系统下保存出现乱码或者报错，请参考[链接](https://blog.csdn.net/wry15082983136/article/details/126229608)的方法。\\\n使用tensorboardX需要安装tensorflow，在控制台执行命令python -m tensorboard.main --logdir=./张量板/超级马里奥。\n## 其他\n一个用于使用中文编程，很好用的pycharm插件[链接](https://github.com/tuchg/ChinesePinyin-CodeCompletionHelper)。\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzozero%2Fa3c-super-mario","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzozero%2Fa3c-super-mario","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzozero%2Fa3c-super-mario/lists"}