{"id":100,"date":"2014-12-10T16:28:54","date_gmt":"2014-12-10T15:28:54","guid":{"rendered":"https:\/\/project.inria.fr\/ExTra-Learn\/?page_id=100"},"modified":"2016-05-28T18:17:36","modified_gmt":"2016-05-28T16:17:36","slug":"workpackages","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/ExTra-Learn\/home\/workpackages\/","title":{"rendered":"Workpackages"},"content":{"rendered":"

The project is organized along three main research work packages.<\/p>\n

Work package 1:\u00a0Transfer of exploration-exploitation strategies<\/strong><\/p>\n

Task T1.1:\u00a0<\/em>Knowledge transfer in multi-armed bandit.
\nTask T1.2:<\/em> Towards exploration-exploitation transfer in RL.<\/p>\n

Work package 2: Transfer solutions for approximated\u00a0reinforcement learning<\/strong><\/p>\n

Task T2.1:<\/em> Sample complexity reduction
\nTask T2.2:<\/em> Automatic feature generation<\/p>\n

Work package 3: Hierarchical transfer reinforcement learning<\/strong><\/p>\n

Task T3.1:<\/em> Automatic construction of skills
\nTask T3.2:<\/em> Hierarchical approximation schemes
\nTask T3.3:<\/em> Integration and testing in complex environments<\/p>\n","protected":false},"excerpt":{"rendered":"

The project is organized along three main research work packages. Work package 1:\u00a0Transfer of exploration-exploitation strategies Task T1.1:\u00a0Knowledge transfer in multi-armed bandit. Task T1.2: Towards exploration-exploitation transfer in RL. Work \u2026<\/p>\n

Continue reading<\/i><\/a><\/p>\n","protected":false},"author":552,"featured_media":0,"parent":4,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-100","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/pages\/100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/users\/552"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/comments?post=100"}],"version-history":[{"count":4,"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/pages\/100\/revisions"}],"predecessor-version":[{"id":179,"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/pages\/100\/revisions\/179"}],"up":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/pages\/4"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/ExTra-Learn\/wp-json\/wp\/v2\/media?parent=100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}