{"id":18313472,"url":"https://github.com/d-kicinski/deep-reinforcement-learning","last_synced_at":"2026-04-20T03:02:03.603Z","repository":{"id":43251584,"uuid":"132024844","full_name":"d-kicinski/Deep-Reinforcement-Learning","owner":"d-kicinski","description":"Implementations of  deep RL algorithms based on Berkeleys CS294","archived":false,"fork":false,"pushed_at":"2022-12-08T02:12:31.000Z","size":11038,"stargazers_count":1,"open_issues_count":6,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-09T12:25:26.030Z","etag":null,"topics":["python","pytorch","reinforcement-learning","tensorflow"],"latest_commit_sha":null,"homepage":"","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/d-kicinski.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}},"created_at":"2018-05-03T16:53:52.000Z","updated_at":"2022-02-12T01:57:25.000Z","dependencies_parsed_at":"2023-01-24T05:00:33.267Z","dependency_job_id":null,"html_url":"https://github.com/d-kicinski/Deep-Reinforcement-Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/d-kicinski/Deep-Reinforcement-Learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d-kicinski%2FDeep-Reinforcement-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d-kicinski%2FDeep-Reinforcement-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d-kicinski%2FDeep-Reinforcement-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d-kicinski%2FDeep-Reinforcement-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/d-kicinski","download_url":"https://codeload.github.com/d-kicinski/Deep-Reinforcement-Learning/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d-kicinski%2FDeep-Reinforcement-Learning/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32031070,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-20T00:18:06.643Z","status":"online","status_checked_at":"2026-04-20T02:00:06.527Z","response_time":94,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["python","pytorch","reinforcement-learning","tensorflow"],"created_at":"2024-11-05T16:27:49.366Z","updated_at":"2026-04-20T03:02:03.562Z","avatar_url":"https://github.com/d-kicinski.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep reinforcement algorithms\nImplementations of classic Deep RL algorithms, mostly based on CS 294: Deep\nReinforcement Learning at [Berekley](http://rail.eecs.berkeley.edu/deeprlcourse-fa17/index.html)\n\nCurrent state:\n- [X] Policy Gradient:\n\n      Basically my solution to heavily refactored CS294 second homework. Tensorflow ლ(ಠ益ಠლ)\n- [ ] DQN\n\n      Still based on CS294 but implemented in  PyTorch ✧ﾟ･: *ヽ(◕ヮ◕ヽ)\n   + [X] Discrete action space\n   + [ ] Continous action space\n\n## Solved classic control environments:\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"/res/cartpole-pg.gif\" width=\"400\" height=\"300\"\u003e\n\u003c/p\u003e\n\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"/res/car-dqn-combined.gif\" width=\"400\" height=\"300\"\u003e\n\u003cimg src=\"/res/car-dqn.gif\" width=\"400\" height=\"300\"\u003e\n\u003c/p\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fd-kicinski%2Fdeep-reinforcement-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fd-kicinski%2Fdeep-reinforcement-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fd-kicinski%2Fdeep-reinforcement-learning/lists"}