{"id":2016,"date":"2019-01-30T16:09:42","date_gmt":"2019-01-30T21:09:42","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=2016"},"modified":"2019-01-30T16:09:44","modified_gmt":"2019-01-30T21:09:44","slug":"capstone-progress2-1-30-2019","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/01\/30\/capstone-progress2-1-30-2019\/","title":{"rendered":"Capstone Progress#2  1\/30\/2019"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In terms of implementation, I have created 4 different heuristics functions for my Capstone that take in a state and output a value based on how good the state is. with 4 being inadmissible. Technically 5 as 2 heuristics are additions to a single heuristic. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modified my admissible heuristic function so it outputs a move (left=-1,right=+1,up=-4,down=+4) based on what move a search algorithm would have performed if it is was taking an action in that state.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Created my training agent function that outputs a file contains  vectors of these heuristic outputs. One per state<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Did some research into activation functions and Neural Network types to figure out what initial design I should go with for my Network.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In terms of implementation, I have created 4 different heuristics functions for my Capstone that take in a state and output a value based on how good the state is. with 4 being inadmissible. Technically 5 as 2 heuristics are additions to a single heuristic. Modified my admissible heuristic function so it outputs a move &#8230; <a title=\"Capstone Progress#2  1\/30\/2019\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/01\/30\/capstone-progress2-1-30-2019\/\" aria-label=\"Read more about Capstone Progress#2  1\/30\/2019\">Read more<\/a><\/p>\n","protected":false},"author":52,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-2016","post","type-post","status-publish","format-standard","hentry","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2016","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/52"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=2016"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2016\/revisions"}],"predecessor-version":[{"id":2017,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2016\/revisions\/2017"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=2016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=2016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=2016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}