{"id":21869894,"url":"https://github.com/shuaihuang/reinforcementlearningnotes","last_synced_at":"2025-10-15T12:40:18.743Z","repository":{"id":88071682,"uuid":"165397956","full_name":"ShuaiHuang/ReinforcementLearningNotes","owner":"ShuaiHuang","description":"强化学习读书笔记","archived":false,"fork":false,"pushed_at":"2019-01-13T23:09:58.000Z","size":877,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-21T13:44:26.792Z","etag":null,"topics":["reading-note","reinfocement-learning"],"latest_commit_sha":null,"homepage":"https://shuaihuang.github.io/ReinforcementLearningNotes/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ShuaiHuang.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}},"created_at":"2019-01-12T14:38:56.000Z","updated_at":"2019-01-13T23:09:59.000Z","dependencies_parsed_at":"2023-03-13T18:30:14.243Z","dependency_job_id":null,"html_url":"https://github.com/ShuaiHuang/ReinforcementLearningNotes","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ShuaiHuang/ReinforcementLearningNotes","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ShuaiHuang%2FReinforcementLearningNotes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ShuaiHuang%2FReinforcementLearningNotes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ShuaiHuang%2FReinforcementLearningNotes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ShuaiHuang%2FReinforcementLearningNotes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ShuaiHuang","download_url":"https://codeload.github.com/ShuaiHuang/ReinforcementLearningNotes/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ShuaiHuang%2FReinforcementLearningNotes/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279078850,"owners_count":26098611,"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","status":"online","status_checked_at":"2025-10-15T02:00:07.814Z","response_time":56,"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":["reading-note","reinfocement-learning"],"created_at":"2024-11-28T06:09:37.321Z","updated_at":"2025-10-15T12:40:18.724Z","avatar_url":"https://github.com/ShuaiHuang.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# 强化学习读书笔记\n\n\u003e [强化学习读书笔记](https://shuaihuang.github.io/ReinforcementLearningNotes/)\n\n## 简介\n\n这个仓库主要存储的是我在学习强化学习[1]过程中的读书笔记. 按照原书章节顺序总结, 并加入了自己对于重要知识点的理解. 在学习过程中搜索过许多参考资料, 深感资料零散查阅不便, 故将自己完整的学习笔记放出. 能力有限, 疏漏之处还请各位指正([Issues](https://github.com/ShuaiHuang/ReinforcementLearningNotes/issues)).\n\n## 关于读书笔记系列\n\n强化学习是我自2016年来成体系学习的第三个主题(前两个分别是[机器学习](https://shuaihuang.github.io/MachineLearningNotes/)和[深度学习](https://shuaihuang.github.io/DeepLearningNotes/)), 除了读完整本书之外, 还总结了书中的知识点以及自己的思考.\n\n在不间断地学习中, 对于阅读技能以及对于机器学习领域的知识体系都有了一定提升. 最近在读了*如何阅读一本书*[2]之后, 发现书中的好多技巧在长期的阅读过程中都被无意识地培养出来, 同时对于阅读还有很多做的不到位的地方. 目前也开始思考自己记录读书笔记的目的与方式. 对于今后在机器学习领域内的阅读, 将更加侧重于**分析阅读**与**主题阅读**, 读书笔记的形式也会继续完善.\n\n## 参考书目\n\n[1] Sutton R S, Barto A G. Reinforcement learning: An introduction[M]. MIT press, 2018.\n\n[2] 莫提默, 艾德勒. 如何阅读一本书[J]. 福建论坛: 社科教育版, 2006 (10): 4-5.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshuaihuang%2Freinforcementlearningnotes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshuaihuang%2Freinforcementlearningnotes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshuaihuang%2Freinforcementlearningnotes/lists"}