{"id":21153489,"url":"https://github.com/noblessecoder/reinforcei","last_synced_at":"2026-05-17T21:03:56.308Z","repository":{"id":67996667,"uuid":"256425610","full_name":"NoblesseCoder/reinforcei","owner":"NoblesseCoder","description":"Implementation of various Reinforcement Learning Agents","archived":false,"fork":false,"pushed_at":"2020-08-15T20:34:13.000Z","size":198,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-21T08:31:48.248Z","etag":null,"topics":["machine-learning","openai-gym","python3","reinforcement-learning","reinforcement-learning-agent","reinforcement-learning-algorithms"],"latest_commit_sha":null,"homepage":null,"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/NoblesseCoder.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":"2020-04-17T06:52:26.000Z","updated_at":"2020-08-15T20:34:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"deccf252-74af-4383-80dc-c838092e9d0c","html_url":"https://github.com/NoblesseCoder/reinforcei","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/NoblesseCoder%2Freinforcei","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NoblesseCoder%2Freinforcei/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NoblesseCoder%2Freinforcei/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NoblesseCoder%2Freinforcei/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NoblesseCoder","download_url":"https://codeload.github.com/NoblesseCoder/reinforcei/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243597841,"owners_count":20316844,"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":["machine-learning","openai-gym","python3","reinforcement-learning","reinforcement-learning-agent","reinforcement-learning-algorithms"],"created_at":"2024-11-20T10:56:29.438Z","updated_at":"2026-05-17T21:03:51.263Z","avatar_url":"https://github.com/NoblesseCoder.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Reinforcei\nThe repository contains implementation of various Reinforcement Learning algorithms.\n\n### Prerequisite Installations\n\n1. [Install Gym](https://gym.openai.com/docs/)\n2. [Install gym-karmedbandits](https://github.com/NoblesseCoder/gym-karmedbandits)\n\n\n### Basic Agents\n\n1. [Random agent ](./agents/tabular/agent.py)\n2. [Human agent](./agents/tabular/human_agent.py)\n3. [ε-greedy agent](./agents/tabular/epsilon_greedy_agent.py) [(Demo)](./demos/stationary_MAB_problem.py)\n4. [UCB greedy agent](./agents/tabular/upper_confidence_bound_agent.py) [(Demo)](./demos/stationary_MAB_problem.py)\n\n### References\n\n[1] [Reinforcement Learning, Second Edition: An Introduction)](https://mitpress.mit.edu/books/reinforcement-learning-second-edition)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnoblessecoder%2Freinforcei","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnoblessecoder%2Freinforcei","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnoblessecoder%2Freinforcei/lists"}