{"id":15934877,"url":"https://github.com/kkweon/policy-gradient-tensorflow-in-r","last_synced_at":"2026-04-30T10:33:18.355Z","repository":{"id":150541515,"uuid":"83516979","full_name":"kkweon/policy-gradient-tensorflow-in-R","owner":"kkweon","description":"Policy Gradient Example in R","archived":false,"fork":false,"pushed_at":"2017-03-03T02:07:35.000Z","size":400,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-10-29T08:21:06.566Z","etag":null,"topics":["gym","r","tensorflow"],"latest_commit_sha":null,"homepage":null,"language":"R","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/kkweon.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":"2017-03-01T05:49:18.000Z","updated_at":"2018-05-12T04:35:42.000Z","dependencies_parsed_at":"2023-04-19T05:18:29.889Z","dependency_job_id":null,"html_url":"https://github.com/kkweon/policy-gradient-tensorflow-in-R","commit_stats":{"total_commits":5,"total_committers":2,"mean_commits":2.5,"dds":0.4,"last_synced_commit":"0b92b865adb81ad16667327ddc3c3bd95f1536d0"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kkweon%2Fpolicy-gradient-tensorflow-in-R","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kkweon%2Fpolicy-gradient-tensorflow-in-R/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kkweon%2Fpolicy-gradient-tensorflow-in-R/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kkweon%2Fpolicy-gradient-tensorflow-in-R/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kkweon","download_url":"https://codeload.github.com/kkweon/policy-gradient-tensorflow-in-R/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247024152,"owners_count":20870940,"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","r","tensorflow"],"created_at":"2024-10-07T03:21:31.858Z","updated_at":"2026-04-30T10:33:13.323Z","avatar_url":"https://github.com/kkweon.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Policy Gradient with Tensorflow, R, OpenAI(CartPole)\nThis is a policy gradient implementation using  \n* R\n* OpenAi Gym (CartPole-v0)\n* Tensorflow\n\n# Screenshot\n\n## During Training\n![before](doc/checkpoint.gif)\n## After Training\n![img](doc/checkpoint_v3.gif)\n\n\n# File Description\n* train.R \n  * main train file\n  * it's used to train the policy and value model\n* test.R \n  * render the gamplay done by the model\n* doc/\n  * further detail explanation\n* helpers/\n  * most functions are defined here\n* log/ \n  * game result of training step\n* tests/\n  * unittests files are located here\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkkweon%2Fpolicy-gradient-tensorflow-in-r","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkkweon%2Fpolicy-gradient-tensorflow-in-r","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkkweon%2Fpolicy-gradient-tensorflow-in-r/lists"}