{"id":546,"date":"2018-11-28T20:32:46","date_gmt":"2018-11-28T20:32:46","guid":{"rendered":"http:\/\/119.45.241.152\/?p=546"},"modified":"2018-11-28T20:37:02","modified_gmt":"2018-11-28T20:37:02","slug":"unity-machine-learning-project","status":"publish","type":"post","link":"https:\/\/www.tcmxx.com\/en\/archives\/546","title":{"rendered":"Unity Machine Learning Project"},"content":{"rendered":"

\"\"<\/p>\n

My master thesis topic is Extending Unity engine with machine learning.<\/p>\n

It uses couple of tools like Tensorflow, Unity ML-Agents with modifications to integrate advanced machine learning library into Unity engine. It is almost the only tool to use latest machine learning tools in a actual game. I also implemented the state-of-the-art reinforcement algorithm using it.\u00a0<\/span><\/p>\n

Here it the link to its\u00a0Github Repository<\/a>. Which contains a detailed description of the work.<\/p>\n

Here is a game we made using this tool to demo the capability of the tool and possibility of using machine learning in an actual game. Click Here.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

My master thesis topic is Extending Unity engine with machine learning. It uses couple of tools like Tensorflow, Unity ML-Agents with modifications to integrate advanced machine learning library into Unity engine. It is almost the only tool to use latest machine learning tools in a actual game. I also implemented the state-of-the-art reinforcement algorithm using […]<\/p>\n","protected":false},"author":1,"featured_media":547,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[8,5,6,9],"tags":[],"_links":{"self":[{"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/posts\/546"}],"collection":[{"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/comments?post=546"}],"version-history":[{"count":1,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/posts\/546\/revisions"}],"predecessor-version":[{"id":548,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/posts\/546\/revisions\/548"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/media\/547"}],"wp:attachment":[{"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/media?parent=546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/categories?post=546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tcmxx.com\/en\/wp-json\/wp\/v2\/tags?post=546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}