{"id":24208,"date":"2024-09-24T15:18:16","date_gmt":"2024-09-24T13:18:16","guid":{"rendered":"https:\/\/www.itspy.cz\/thesis\/vyhodnoceni-agentu-hlubokeho-q-uceni-pomoci-testualgoritmickeho-iq\/"},"modified":"2024-09-24T15:18:16","modified_gmt":"2024-09-24T13:18:16","slug":"vyhodnoceni-agentu-hlubokeho-q-uceni-pomoci-testualgoritmickeho-iq","status":"publish","type":"thesis","link":"https:\/\/www.itspy.cz\/sk\/thesis\/vyhodnoceni-agentu-hlubokeho-q-uceni-pomoci-testualgoritmickeho-iq\/","title":{"rendered":"Vyhodnocen\u00ed agent\u016f hlubok\u00e9ho Q-u\u010den\u00ed pomoc\u00ed testu\nalgoritmick\u00e9ho IQ"},"content":{"rendered":"<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 m\u011b\u0159en\u00edm inteligence um\u011bl\u00fdch<br \/>\ninteligenc\u00ed. Inteligence je zde pojata v nejobecn\u011bj\u0161\u00edm<br \/>\nsmyslu, a to jako schopnost u\u010dit se z vlastn\u00edch zku\u0161enost\u00ed<br \/>\n\u0159e\u0161it probl\u00e9my. Praktick\u00fd test inteligence, kter\u00fd vych\u00e1z\u00ed z<br \/>\ntohoto konceptu je zvan\u00fd jako Algoritmick\u00e9 IQ. S t\u00edmto<br \/>\ntestem je ji\u017e n\u011bjakou dobu pracov\u00e1no na na\u0161\u00ed fakult\u011b, a<br \/>\np\u0159\u00ednosem t\u00e9to pr\u00e1ce, bylo roz\u0161\u00ed\u0159en\u00ed tohoto testu o agenta,<br \/>\nkter\u00fd k u\u010den\u00ed pou\u017e\u00edv\u00e1 koncept zalo\u017een\u00fd na neuronov\u00fdch<br \/>\ns\u00edt\u00edch zvan\u00fd Hlubok\u00e9 Q-u\u010den\u00ed. Pou\u017eit\u00ed takov\u00e9ho agenta ale<br \/>\nvy\u017eaduje spr\u00e1vn\u00e9 nastaven\u00ed jeho parametr\u016f. K zji\u0161t\u011bn\u00ed<br \/>\noptim\u00e1ln\u00edch hodnot t\u011bchto nastaven\u00ed byl do testu p\u0159id\u00e1n<br \/>\nmechanismus, kter\u00fd stav\u00ed na Evolu\u010dn\u00edch algoritmech, a<br \/>\numo\u017e\u0148uje se v cyklech bl\u00ed\u017ee a bl\u00ed\u017ee p\u0159ibli\u017eovat optim\u00e1ln\u00edmu<br \/>\nnastaven\u00ed agenta, bez nutnosti proch\u00e1zet \u00fapln\u011b v\u0161echny<br \/>\nmo\u017enosti nastaven\u00ed parametr\u016f. Tento mechanismus lze nav\u00edc<br \/>\npou\u017e\u00edt pro v\u0161echny doposud implementovan\u00e9 agenty AIQ testu.<br \/>\nM\u011b\u0159en\u00edm v\u00fdsledk\u016f nejlep\u0161\u00ed nalezen\u00e9 konfigurace agenta bylo<br \/>\nzji\u0161t\u011bno, \u017ee agenti Hlubok\u00e9ho Q-u\u010den\u00ed dosahuj\u00ed nejvy\u0161\u0161\u00edch<br \/>\nnam\u011b\u0159en\u00fdch v\u00fdsledk\u016f oproti ostatn\u00edm agent\u016fm.<\/p>\n","protected":false},"featured_media":23590,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"university":[186,184],"thesis-year":[391,407],"class_list":["post-24208","thesis","type-thesis","status-publish","has-post-thumbnail","hentry","thesis-year-391","thesis-year-2024-sk"],"acf":{"autor":"Michal Dvo\u0159\u00e1k","portret":"","vedouci":"Ing. Ond\u0159ej Vadinsk\u00fd, Ph.D."},"_links":{"self":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/24208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis"}],"about":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/types\/thesis"}],"version-history":[{"count":0,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/24208\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media\/23590"}],"wp:attachment":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media?parent=24208"}],"wp:term":[{"taxonomy":"university","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/university?post=24208"},{"taxonomy":"thesis-year","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis-year?post=24208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}