{"action":"closed","issue":{"url":"https://api.github.com/repos/danielhers/ucca/issues/3","labels_url":"https://api.github.com/repos/danielhers/ucca/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/danielhers/ucca/issues/3/comments","events_url":"https://api.github.com/repos/danielhers/ucca/issues/3/events","html_url":"https://github.com/danielhers/ucca/issues/3","id":116498167,"number":3,"title":"Take predicted action during training","user":{"login":"danielhers","id":263363,"avatar_url":"https://avatars.githubusercontent.com/u/263363?v=3","gravatar_id":"","url":"https://api.github.com/users/danielhers","html_url":"https://github.com/danielhers","followers_url":"https://api.github.com/users/danielhers/followers","following_url":"https://api.github.com/users/danielhers/following{/other_user}","gists_url":"https://api.github.com/users/danielhers/gists{/gist_id}","starred_url":"https://api.github.com/users/danielhers/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/danielhers/subscriptions","organizations_url":"https://api.github.com/users/danielhers/orgs","repos_url":"https://api.github.com/users/danielhers/repos","events_url":"https://api.github.com/users/danielhers/events{/privacy}","received_events_url":"https://api.github.com/users/danielhers/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2015-11-12T07:53:29Z","updated_at":"2015-12-13T08:41:33Z","closed_at":"2015-12-13T08:41:33Z","body":"Right now the oracle's true action is used for all transitions during training. For more robustness to wrong decisions, the classifier's predicted action should be used at least some of the time (say, in 0.5 probability)."}}