{"id":326921,"date":"2016-11-24T22:41:14","date_gmt":"2016-11-25T06:41:14","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-research-item&#038;p=326921"},"modified":"2018-10-16T20:24:21","modified_gmt":"2018-10-17T03:24:21","slug":"deep-reinforcement-learning-can-help-chatbots","status":"publish","type":"msr-research-item","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/deep-reinforcement-learning-can-help-chatbots\/","title":{"rendered":"How Deep Reinforcement Learning can Help Chatbots"},"content":{"rendered":"\n\n\n<p class=\"wp-block-paragraph\">In March this year, Satya Nadella &#8212; the CEO of Microsoft &#8212; talked about the industry trend of using human language more pervasively for interaction with computing devices, a trend he called \u201cconversation as a platform.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">He also announced several bot initiatives, including the company\u2019s <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" href=\"https:\/\/dev.botframework.com\/\" target=\"_blank\">bot framework<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. In April, Facebook launched its Messenger platform with bots. Then, in May, Google announced its attempt to develop AI-powered bots, called <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" href=\"http:\/\/venturebeat.com\/2016\/05\/19\/google-assistant-chatbot-strategy\/\" target=\"_blank\">Google Assistant<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. Since then, bots have been widely regarded as a new user interface (UI) to fundamentally change how computing will be experienced by people.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In March this year, Satya Nadella &#8212; the CEO of Microsoft &#8212; talked about the industry trend of using human language more pervasively for interaction with computing devices, a trend he called \u201cconversation as a platform.\u201d He also announced several bot initiatives, including the company\u2019s bot framework (opens in new tab). In April, Facebook launched [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":[{"type":"text","value":"Li 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