{"action":"created","issue":{"url":"https://api.github.com/repos/ray-project/ray/issues/2147","repository_url":"https://api.github.com/repos/ray-project/ray","labels_url":"https://api.github.com/repos/ray-project/ray/issues/2147/labels{/name}","comments_url":"https://api.github.com/repos/ray-project/ray/issues/2147/comments","events_url":"https://api.github.com/repos/ray-project/ray/issues/2147/events","html_url":"https://github.com/ray-project/ray/pull/2147","id":326883716,"node_id":"MDExOlB1bGxSZXF1ZXN0MTkwODI2NTg0","number":2147,"title":"WIP: [Impala] Scalable Distributed Deep-RL with ImportanceWeighted Actor-Learner Architectures","user":{"login":"joneswong","id":6416895,"node_id":"MDQ6VXNlcjY0MTY4OTU=","avatar_url":"https://avatars1.githubusercontent.com/u/6416895?v=4","gravatar_id":"","url":"https://api.github.com/users/joneswong","html_url":"https://github.com/joneswong","followers_url":"https://api.github.com/users/joneswong/followers","following_url":"https://api.github.com/users/joneswong/following{/other_user}","gists_url":"https://api.github.com/users/joneswong/gists{/gist_id}","starred_url":"https://api.github.com/users/joneswong/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/joneswong/subscriptions","organizations_url":"https://api.github.com/users/joneswong/orgs","repos_url":"https://api.github.com/users/joneswong/repos","events_url":"https://api.github.com/users/joneswong/events{/privacy}","received_events_url":"https://api.github.com/users/joneswong/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2018-05-28T03:19:14Z","updated_at":"2018-05-31T18:02:32Z","closed_at":null,"author_association":"CONTRIBUTOR","pull_request":{"url":"https://api.github.com/repos/ray-project/ray/pulls/2147","html_url":"https://github.com/ray-project/ray/pull/2147","diff_url":"https://github.com/ray-project/ray/pull/2147.diff","patch_url":"https://github.com/ray-project/ray/pull/2147.patch"},"body":"This is a work-in-progress PR for implementing Impala, a scalable distributed reinforcement learning algorithm.\r\nThe impala optimizer has been implemented.\r\nTo do\r\n\r\n- [ ] Impala agent (v-trace)\r\n- [ ] support usage of LSTM and deep residual network\r\n- [ ] multi-gpu support (allreduce)\r\n\r\nand after all the above items have been done, we must carefully test impala via reproducing experimental results reported by original paper.\r\n\r\n<!-- Please give a short brief about these changes. -->\r\n\r\n## Related issue number\r\n[1924](https://github.com/ray-project/ray/issues/1924)"},"comment":{"url":"https://api.github.com/repos/ray-project/ray/issues/comments/393621438","html_url":"https://github.com/ray-project/ray/pull/2147#issuecomment-393621438","issue_url":"https://api.github.com/repos/ray-project/ray/issues/2147","id":393621438,"node_id":"MDEyOklzc3VlQ29tbWVudDM5MzYyMTQzOA==","user":{"login":"AmplabJenkins","id":4031291,"node_id":"MDQ6VXNlcjQwMzEyOTE=","avatar_url":"https://avatars3.githubusercontent.com/u/4031291?v=4","gravatar_id":"","url":"https://api.github.com/users/AmplabJenkins","html_url":"https://github.com/AmplabJenkins","followers_url":"https://api.github.com/users/AmplabJenkins/followers","following_url":"https://api.github.com/users/AmplabJenkins/following{/other_user}","gists_url":"https://api.github.com/users/AmplabJenkins/gists{/gist_id}","starred_url":"https://api.github.com/users/AmplabJenkins/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AmplabJenkins/subscriptions","organizations_url":"https://api.github.com/users/AmplabJenkins/orgs","repos_url":"https://api.github.com/users/AmplabJenkins/repos","events_url":"https://api.github.com/users/AmplabJenkins/events{/privacy}","received_events_url":"https://api.github.com/users/AmplabJenkins/received_events","type":"User","site_admin":false},"created_at":"2018-05-31T18:02:32Z","updated_at":"2018-05-31T18:02:32Z","author_association":"COLLABORATOR","body":"Test FAILed.\nRefer to this link for build results (access rights to CI server needed): \nhttps://amplab.cs.berkeley.edu/jenkins//job/Ray-PRB/5779/\nTest FAILed."}}
{"actor":{"display_login":"AmplabJenkins"}}