{"action":"created","issue":{"url":"https://api.github.com/repos/resibots/limbo/issues/163","repository_url":"https://api.github.com/repos/resibots/limbo","labels_url":"https://api.github.com/repos/resibots/limbo/issues/163/labels{/name}","comments_url":"https://api.github.com/repos/resibots/limbo/issues/163/comments","events_url":"https://api.github.com/repos/resibots/limbo/issues/163/events","html_url":"https://github.com/resibots/limbo/issues/163","id":177797514,"number":163,"title":"BO Reinforcement Learning API ","user":{"login":"fedeallocati","id":7495532,"avatar_url":"https://avatars.githubusercontent.com/u/7495532?v=3","gravatar_id":"","url":"https://api.github.com/users/fedeallocati","html_url":"https://github.com/fedeallocati","followers_url":"https://api.github.com/users/fedeallocati/followers","following_url":"https://api.github.com/users/fedeallocati/following{/other_user}","gists_url":"https://api.github.com/users/fedeallocati/gists{/gist_id}","starred_url":"https://api.github.com/users/fedeallocati/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fedeallocati/subscriptions","organizations_url":"https://api.github.com/users/fedeallocati/orgs","repos_url":"https://api.github.com/users/fedeallocati/repos","events_url":"https://api.github.com/users/fedeallocati/events{/privacy}","received_events_url":"https://api.github.com/users/fedeallocati/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":5,"created_at":"2016-09-19T14:19:05Z","updated_at":"2016-09-21T21:48:32Z","closed_at":"2016-09-21T21:48:32Z","body":"Hi all. I had this idea, and wanted to briefly discuss it and know your opinions.\r\nSo far, limbo is a great framework for optimization of functions, and can in a certain way be used to perform RL, but we are always bounded to the main `optimize` loop.\r\nI was thinking that it would be really useful in some cases to have an incremental API, that's driven from the outside of limbo. For example, I imagine the `get_next_sample()` and `add_obs(sample, obs)` methods.\r\nA typical use would be embedding the BO in a bigger controller loop.\r\nPlease let me know if you think this is a suitable addition to the library, and also if you have any suggestions!\r\n@Aneoshun @costashatz @jbmouret "},"comment":{"url":"https://api.github.com/repos/resibots/limbo/issues/comments/248753107","html_url":"https://github.com/resibots/limbo/issues/163#issuecomment-248753107","issue_url":"https://api.github.com/repos/resibots/limbo/issues/163","id":248753107,"user":{"login":"costashatz","id":1283922,"avatar_url":"https://avatars.githubusercontent.com/u/1283922?v=3","gravatar_id":"","url":"https://api.github.com/users/costashatz","html_url":"https://github.com/costashatz","followers_url":"https://api.github.com/users/costashatz/followers","following_url":"https://api.github.com/users/costashatz/following{/other_user}","gists_url":"https://api.github.com/users/costashatz/gists{/gist_id}","starred_url":"https://api.github.com/users/costashatz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/costashatz/subscriptions","organizations_url":"https://api.github.com/users/costashatz/orgs","repos_url":"https://api.github.com/users/costashatz/repos","events_url":"https://api.github.com/users/costashatz/events{/privacy}","received_events_url":"https://api.github.com/users/costashatz/received_events","type":"User","site_admin":false},"created_at":"2016-09-21T21:48:32Z","updated_at":"2016-09-21T21:48:32Z","body":"Closing it until we have something new.."}}
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