{"id":13934804,"url":"https://github.com/Paperspace/DinoRunTutorial","last_synced_at":"2025-07-19T19:32:14.865Z","repository":{"id":48628910,"uuid":"134341019","full_name":"Paperspace/DinoRunTutorial","owner":"Paperspace","description":"Accompanying code for Paperspace tutorial \"Build an AI to play Dino Run\"","archived":false,"fork":false,"pushed_at":"2020-06-15T17:29:51.000Z","size":415,"stargazers_count":322,"open_issues_count":2,"forks_count":104,"subscribers_count":15,"default_branch":"master","last_synced_at":"2024-08-08T23:18:57.306Z","etag":null,"topics":["jupyter-notebook","keras-tensorflow","machine-learning","paperspace","q-learning","reinforcement-learning"],"latest_commit_sha":null,"homepage":"https://blog.paperspace.com/dino-run","language":"Jupyter Notebook","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/Paperspace.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}},"created_at":"2018-05-22T00:53:36.000Z","updated_at":"2024-08-08T02:36:30.000Z","dependencies_parsed_at":"2022-08-27T09:51:07.742Z","dependency_job_id":null,"html_url":"https://github.com/Paperspace/DinoRunTutorial","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/Paperspace%2FDinoRunTutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2FDinoRunTutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2FDinoRunTutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2FDinoRunTutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Paperspace","download_url":"https://codeload.github.com/Paperspace/DinoRunTutorial/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226666437,"owners_count":17665030,"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":["jupyter-notebook","keras-tensorflow","machine-learning","paperspace","q-learning","reinforcement-learning"],"created_at":"2024-08-07T23:01:15.010Z","updated_at":"2024-11-27T02:30:54.331Z","avatar_url":"https://github.com/Paperspace.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# Dino Run Tutorial\n\nA Deep Convolutional Neural Network to play Google Chrome's offline Dino Run game by learning action patterns from visual input using a model-less Reinforcement Learning Algorithm\n\nAccompanying code for Paperspace tutorial [\"Build an AI to play Dino Run\"](https://blog.paperspace.com/dino-run/)\n\n\u003cbr\u003e\u003cbr/\u003e\n\n[![Video Sample](https://media.giphy.com/media/Ahh7X6z7jZSSl4veLf/giphy.gif)](http://www.youtube.com/watch?v=w1Rqf2oxcPU)\n\n# Installation \nStart by cloning the repository\n\u003cbr\u003e\n\u003cbr\u003e\n`$ git clone https://github.com/Paperspace/DinoRunTutorial.git`\n\u003cbr\u003e\nYou need to initialize the file system to save progress and resume from last step.\u003cbr/\u003e\nInvoke `init_cache()` for the first time to do this \u003cbr/\u003e\n\n\nDependencies can be installed using pip install or conda install for Anaconda environment\u003cbr\u003e\u003cbr\u003e\n\n- Python 3.6 Environment with ML libraries installed (numpy,pandas,keras,tensorflow etc)\n- Selenium\n- OpenCV\n- ChromeDriver\n\n\u003cbr\u003e\u003cbr\u003e\nChromeDriver can be installed by going to (link - https://chromedriver.chromium.org/downloads) and also download the driver according to your chrome version which can be found under settings-\u003eAbout Chrome.\n\u003cbr\u003e\nChange the path of chrome driver accordingly in Reinforcement Learning Dino Run.ipynb.(Default =\"../chromedriver\")\n\n\u003cbr/\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaperspace%2FDinoRunTutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FPaperspace%2FDinoRunTutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FPaperspace%2FDinoRunTutorial/lists"}