{"action":"created","issue":{"url":"https://api.github.com/repos/Mandytang/RL-P4-LSTD-lambda-/issues/4","labels_url":"https://api.github.com/repos/Mandytang/RL-P4-LSTD-lambda-/issues/4/labels{/name}","comments_url":"https://api.github.com/repos/Mandytang/RL-P4-LSTD-lambda-/issues/4/comments","events_url":"https://api.github.com/repos/Mandytang/RL-P4-LSTD-lambda-/issues/4/events","html_url":"https://github.com/Mandytang/RL-P4-LSTD-lambda-/issues/4","id":119607638,"number":4,"title":"TD is faster than LSTD","user":{"login":"negar-hassanpour","id":10644794,"avatar_url":"https://avatars.githubusercontent.com/u/10644794?v=3","gravatar_id":"","url":"https://api.github.com/users/negar-hassanpour","html_url":"https://github.com/negar-hassanpour","followers_url":"https://api.github.com/users/negar-hassanpour/followers","following_url":"https://api.github.com/users/negar-hassanpour/following{/other_user}","gists_url":"https://api.github.com/users/negar-hassanpour/gists{/gist_id}","starred_url":"https://api.github.com/users/negar-hassanpour/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/negar-hassanpour/subscriptions","organizations_url":"https://api.github.com/users/negar-hassanpour/orgs","repos_url":"https://api.github.com/users/negar-hassanpour/repos","events_url":"https://api.github.com/users/negar-hassanpour/events{/privacy}","received_events_url":"https://api.github.com/users/negar-hassanpour/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"milestone":null,"comments":2,"created_at":"2015-11-30T23:41:40Z","updated_at":"2015-12-01T00:08:38Z","closed_at":"2015-11-30T23:42:50Z","body":"Earlier today, I told you that TD is faster than LSTD, but that was for when comparing TD with ordinary LSTD ... Actually the LSTD with Sherman–Morrison (SM) formula is faster. I ran the codes for 50 runs and the average time for TD was 48 sec whereas for LSTD-SM was 33 sec! \\(^_^)/"},"comment":{"url":"https://api.github.com/repos/Mandytang/RL-P4-LSTD-lambda-/issues/comments/160804598","html_url":"https://github.com/Mandytang/RL-P4-LSTD-lambda-/issues/4#issuecomment-160804598","issue_url":"https://api.github.com/repos/Mandytang/RL-P4-LSTD-lambda-/issues/4","id":160804598,"user":{"login":"negar-hassanpour","id":10644794,"avatar_url":"https://avatars.githubusercontent.com/u/10644794?v=3","gravatar_id":"","url":"https://api.github.com/users/negar-hassanpour","html_url":"https://github.com/negar-hassanpour","followers_url":"https://api.github.com/users/negar-hassanpour/followers","following_url":"https://api.github.com/users/negar-hassanpour/following{/other_user}","gists_url":"https://api.github.com/users/negar-hassanpour/gists{/gist_id}","starred_url":"https://api.github.com/users/negar-hassanpour/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/negar-hassanpour/subscriptions","organizations_url":"https://api.github.com/users/negar-hassanpour/orgs","repos_url":"https://api.github.com/users/negar-hassanpour/repos","events_url":"https://api.github.com/users/negar-hassanpour/events{/privacy}","received_events_url":"https://api.github.com/users/negar-hassanpour/received_events","type":"User","site_admin":false},"created_at":"2015-12-01T00:08:38Z","updated_at":"2015-12-01T00:08:38Z","body":"Just finished implementing \"always accelerate in the direction of moving\" policy.\r\nIt works fine and it's pretty fast: average in 50 runs to satisfy stopping criteria is 4 sec."}}