{"id":17723416,"url":"https://github.com/vivek3141/super-mario-rl","last_synced_at":"2025-04-01T14:32:03.252Z","repository":{"id":96163072,"uuid":"142975454","full_name":"vivek3141/super-mario-rl","owner":"vivek3141","description":"Deep Reinforcement learning and Python learn how to play the original Super Mario Bros","archived":false,"fork":false,"pushed_at":"2018-09-02T05:27:21.000Z","size":28,"stargazers_count":27,"open_issues_count":0,"forks_count":8,"subscribers_count":3,"default_branch":"master","last_synced_at":"2023-03-02T04:25:50.879Z","etag":null,"topics":["deep-q-learning","machine-learning","mario","reinforcement-learning"],"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/vivek3141.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":"2018-07-31T07:02:14.000Z","updated_at":"2023-02-01T21:53:36.000Z","dependencies_parsed_at":null,"dependency_job_id":"ba6b4fd2-d2bf-41e6-94d8-db05eda4d4f9","html_url":"https://github.com/vivek3141/super-mario-rl","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fsuper-mario-rl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fsuper-mario-rl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fsuper-mario-rl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fsuper-mario-rl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vivek3141","download_url":"https://codeload.github.com/vivek3141/super-mario-rl/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246604612,"owners_count":20804100,"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":["deep-q-learning","machine-learning","mario","reinforcement-learning"],"created_at":"2024-10-25T15:42:55.256Z","updated_at":"2025-04-01T14:32:02.993Z","avatar_url":"https://github.com/vivek3141.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Super Mario AI\nThe original Super Mario Bros has always been a classic. One of the best part about \nolder games is that they run on lower resolution, which makes it easier\nto feed into a neural network.\n\n## What this program does\nThis project uses a topic called reinforcement learning. The way it works is by\nhaving a reward based system and the program learns on its own to get the best reward.\nYou can read a few articles on the internet to get a gist of it.\nThis program can play the original Mario Bros for the NES.\n\n## Requirements\n* Gym - `pip install gym`\n* Gym Super Mario Bros - `pip install gym-super-mario-bros`\n* NES-Py - `pip install nes-py`\n\u003cbr /\u003e\n\u003cbr /\u003e\nAs of right now, nes-py is only supported on linux so please run it on linux.\n\u003cbr /\u003e\nI have tried for hours to try to get it on Windows, to no avail. If you know how to, please let me know\nso I can update this.\n\n## Running\n\n`python3 main.py \u003clevel you want to run\u003e`\n\nEg. If you want to run 1-1\n\n`python3 main.py '1-1'`\n\n## Images\n\n![alt text](https://github.com/vivek3141/super-mario-ai/blob/master/Images/img1.png \"World 1-1\")\n\nImplementation of NEAT can be found [here](https://github.com/vivek3141/super-mario-neat)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvivek3141%2Fsuper-mario-rl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvivek3141%2Fsuper-mario-rl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvivek3141%2Fsuper-mario-rl/lists"}