{"id":15707149,"url":"https://github.com/lhvy/taxi-v3-q-learning","last_synced_at":"2025-06-25T06:35:08.169Z","repository":{"id":107793011,"uuid":"287691018","full_name":"lhvy/Taxi-v3-Q-Learning","owner":"lhvy","description":"A simple Q-learning implementation in OpenAI Gym's \"Taxi-v3\" environment.","archived":false,"fork":false,"pushed_at":"2022-11-11T13:09:38.000Z","size":8,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-12T19:46:21.404Z","etag":null,"topics":["gym","machine-learning","openai-gym","python-3","python3","q-learning","reinforcement-learning"],"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/lhvy.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":"2020-08-15T06:26:38.000Z","updated_at":"2024-07-03T12:06:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"2149619e-e431-463a-b8be-ed0330734691","html_url":"https://github.com/lhvy/Taxi-v3-Q-Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lhvy/Taxi-v3-Q-Learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lhvy%2FTaxi-v3-Q-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lhvy%2FTaxi-v3-Q-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lhvy%2FTaxi-v3-Q-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lhvy%2FTaxi-v3-Q-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lhvy","download_url":"https://codeload.github.com/lhvy/Taxi-v3-Q-Learning/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lhvy%2FTaxi-v3-Q-Learning/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261819794,"owners_count":23214582,"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":["gym","machine-learning","openai-gym","python-3","python3","q-learning","reinforcement-learning"],"created_at":"2024-10-03T20:37:19.969Z","updated_at":"2025-06-25T06:35:08.140Z","avatar_url":"https://github.com/lhvy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Taxi-v3 Q-Learning\n A simple Q-learning implementation in OpenAI Gym's \"Taxi-v3\" environment.\n \n## What is OpenAI Gym?\n[OpenAI Gym](https://gym.openai.com/) is a toolkit for developing and comparing reinforcement algorithms. It provides a wide range of environments with different reinforcement learning tasks.\n\nIt can be found on GitHub [here](https://github.com/openai/gym) and documentation is [here.](https://gym.openai.com/docs)\n\n## Setup \u0026 Running the code.\nPython 3 is required and can be downloaded [here.](https://www.python.org/downloads/)\n### Installing required libraries.\n```\npip3 install -r requirements.txt\n```\n### Running the agent.\n```\npy agent.py\n```\n\n## Possible Improvements\n- Command line arguments to modify the amount of training episodes.\n- Saving and loading the q-table.\n- Tuning alpha, gamma and epsilon by decaying over training episodes.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flhvy%2Ftaxi-v3-q-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flhvy%2Ftaxi-v3-q-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flhvy%2Ftaxi-v3-q-learning/lists"}