{"id":29626544,"url":"https://github.com/mdeib/rl-intro-programming-solutions","last_synced_at":"2026-05-19T19:04:44.666Z","repository":{"id":305222528,"uuid":"271447524","full_name":"mdeib/RL-intro-programming-solutions","owner":"mdeib","description":"Implementations and write-ups for all programming exercises in RL: An Introduction 2nd edition by Sutton and Barto","archived":false,"fork":false,"pushed_at":"2020-06-15T19:20:12.000Z","size":704,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-19T00:54:12.628Z","etag":null,"topics":["aritificial-intelligence","reinforcement-learning","rl"],"latest_commit_sha":null,"homepage":null,"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/mdeib.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,"zenodo":null}},"created_at":"2020-06-11T04:01:35.000Z","updated_at":"2022-03-24T00:03:16.000Z","dependencies_parsed_at":"2025-07-19T01:09:13.055Z","dependency_job_id":null,"html_url":"https://github.com/mdeib/RL-intro-programming-solutions","commit_stats":null,"previous_names":["mdeib/rl-intro-programming-solutions"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/mdeib/RL-intro-programming-solutions","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mdeib%2FRL-intro-programming-solutions","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mdeib%2FRL-intro-programming-solutions/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mdeib%2FRL-intro-programming-solutions/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mdeib%2FRL-intro-programming-solutions/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mdeib","download_url":"https://codeload.github.com/mdeib/RL-intro-programming-solutions/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mdeib%2FRL-intro-programming-solutions/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266261118,"owners_count":23901284,"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":["aritificial-intelligence","reinforcement-learning","rl"],"created_at":"2025-07-21T07:30:42.983Z","updated_at":"2026-05-19T19:04:44.632Z","avatar_url":"https://github.com/mdeib.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Reinforcement Learning: An Introduction\n\nPython implementations of all programming exercises in Sutton and Barto's book [Reinforcement Learning: An Introduction (2nd Edition)](http://incompleteideas.net/book/RLbook2020.pdf). Code for each exercise is contained in its own folder along with a readme detailing the solution and its conclusions. The code is written to provide a short and simple solution and often does not reflect standard RL conventions.\n\n# Usage\nTo view the solution for an exercise simply navigate to the respective folder. The code for each exercise is in a self-contained python file and can be easily run with the command:\n```commandline\npython exercise-number.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmdeib%2Frl-intro-programming-solutions","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmdeib%2Frl-intro-programming-solutions","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmdeib%2Frl-intro-programming-solutions/lists"}