{"id":4606,"date":"2019-06-04T10:45:26","date_gmt":"2019-06-04T08:45:26","guid":{"rendered":"https:\/\/www.notebook.hu\/blog\/?p=4606"},"modified":"2019-06-04T10:45:32","modified_gmt":"2019-06-04T08:45:32","slug":"quake-3-arenazo-mesterseges-intelligencia","status":"publish","type":"post","link":"https:\/\/www.notebook.hu\/blog\/quake-3-arenazo-mesterseges-intelligencia\/","title":{"rendered":"Quake 3 Ar\u00e9n\u00e1z\u00f3 mesters\u00e9ges intelligencia?"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"844\" data-attachment-id=\"4607\" data-permalink=\"https:\/\/www.notebook.hu\/blog\/quake-3-arenazo-mesterseges-intelligencia\/ahr0cdovl21lzglhlmjlc3rvzm1py3jvlmnvbs9el1gvodqwmza5l29yawdpbmfsl2rlzxbtaw5klwnhchr1cmutdghllwzsywcuanbn\/\" data-orig-file=\"https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn.jpg\" data-orig-size=\"1500,844\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn-300x169.jpg\" data-large-file=\"https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn-1024x576.jpg\" src=\"https:\/\/i2.wp.com\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn.jpg?fit=618%2C348&amp;ssl=1\" alt=\"\" class=\"wp-image-4607\" srcset=\"https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn.jpg 1500w, https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn-300x169.jpg 300w, https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn-768x432.jpg 768w, https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn-1024x576.jpg 1024w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><\/figure>\n\n\n\n<p><strong>\u2026 avagy mit csin\u00e1l az AI, ha a sakkot m\u00e1r megunta. J\u00f3, \u00f6n\u00e1ll\u00f3 d\u00f6nt\u00e9sr\u0151l tov\u00e1bbra sem besz\u00e9lhet\u00fcnk abban az esetben, hogy \u00e9pp mivel tesztelj\u00fck egy mesters\u00e9ges intelligencia k\u00e9pess\u00e9geit, de ha azt n\u00e9zz\u00fck, hogy hogyan haszn\u00e1lja a r\u00e1b\u00edzott eszk\u00f6z\u00f6ket\u2026 nos \u00fagy m\u00e1r egyre \u00e9rdekesebb dolgokat l\u00e1thatunk. <\/strong><\/p>\n\n\n\n<p>A Google egy alc\u00e9ge, a DeepMind\n\u00e1ltal fejlesztett program neve ismer\u0151s lehet a tech vil\u00e1g\u00e1nak ismer\u0151i sz\u00e1m\u00e1ra:\nennek a c\u00e9gnek \u2013 AlphaZero nevet visel\u0151 rendszere \u2013 komoly teljes\u00edtm\u00e9nyt\nproduk\u00e1lt az AI-k vil\u00e1g\u00e1ban, amikor mindenf\u00e9le seg\u00edts\u00e9g n\u00e9lk\u00fcl, megfigyel\u00e9ssel\ntanulta meg a sakk szab\u00e1lyait. Pontosabban, m\u00e1s mesters\u00e9ges intelligenci\u00e1kkal\nlej\u00e1tszott meccsek ut\u00e1n r\u00f6gz\u00edtette a taktik\u00e1kat, szab\u00e1lyokat \u00e9s lehet\u0151s\u00e9geket.\nMivel a kutat\u00f3k nagy r\u00e9sz\u00e9nek jelentett valamit a sz\u00e1m\u00edt\u00e1stechnika \u00f3r\u00e1kon, a\ng\u00e9ptermek PC-ire suttyomban telep\u00edtett Quake 3-ak korszaka, \u00edgy gondolt\u00e1k itt\naz ideje megmutatni a n\u00e9pszer\u0171 l\u00f6v\u00f6ld\u00e9t Alph\u00e1nak. Valljuk be, el\u00e9g l\u00e1tv\u00e1nyos a\nk\u00fcl\u00f6nbs\u00e9g a k\u00e9t j\u00e1t\u00e9k k\u00f6z\u00f6tt: egy lassabb, hossz\u00fa gondolkod\u00e1si id\u0151re\nlehet\u0151s\u00e9get ad\u00f3 j\u00e1t\u00e9k ut\u00e1n \u00e9les v\u00e1lt\u00e1s a p\u00f6rg\u0151s shooter, ahol rendk\u00edv\u00fcl r\u00f6vid\nid\u0151nk van arra, hogy lereag\u00e1ljunk \u2013 maximum rutinb\u00f3l \u2013 bizonyos helyzeteket. <\/p>\n\n\n\n<p>450 ezer k\u00f6rrel k\u00e9s\u0151bb \u2013 igen, kellett egy kis tanul\u00f3id\u0151 a programnak, hiszen itt is a null\u00e1r\u00f3l kellett kezdenie, minden els\u0151dleges seg\u00edts\u00e9g n\u00e9lk\u00fcl \u2013 AlpaZero m\u00e1r \u00fagy is k\u00e9pes volt legy\u0151zni emberi ellenfeleket, hogy a reakci\u00f3idej\u00e9t a fejleszt\u0151k elkezdt\u00e9k lebut\u00edtani. Kider\u00fclt teh\u00e1t hogy az AI k\u00e9pes nem csak hat\u00e9konyan, de a v\u00e1rtn\u00e1l gyorsabban is gondolkodni, annak ellen\u00e9re, hogy h\u00e1tr\u00e1nyb\u00f3l kell indulnia. Az a fajta mechanizmus, amivel tanul, azaz, hogy m\u00e9lyv\u00edzbe dobva, k\u00f6r\u00f6k\u00f6n kereszt\u00fcl alkalmaz technik\u00e1kat \u00e9s ismer meg szab\u00e1lyokat rendk\u00edv\u00fcl emberiv\u00e9 teszi\u2026 k\u00e9pzelj\u00fck el mire lehet k\u00e9pest majd akkor, ha m\u00e1r egy kis mank\u00f3t is kap a kezd\u00e9shez!<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Capture the Flag Quake III Arena\" width=\"618\" height=\"348\" src=\"https:\/\/www.youtube.com\/embed\/NXkD77ioGi0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u2026 avagy mit csin\u00e1l az AI, ha a sakkot m\u00e1r megunta. J\u00f3, \u00f6n\u00e1ll\u00f3 d\u00f6nt\u00e9sr\u0151l tov\u00e1bbra sem besz\u00e9lhet\u00fcnk abban az esetben, hogy \u00e9pp mivel tesztelj\u00fck egy mesters\u00e9ges intelligencia k\u00e9pess\u00e9geit, de ha azt n\u00e9zz\u00fck, hogy hogyan haszn\u00e1lja a r\u00e1b\u00edzott eszk\u00f6z\u00f6ket\u2026 nos \u00fagy m\u00e1r egyre \u00e9rdekesebb dolgokat l\u00e1thatunk. A Google egy alc\u00e9ge, a DeepMind \u00e1ltal fejlesztett program neve &hellip;<\/p>\n","protected":false},"author":1,"featured_media":4607,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[42],"tags":[707,799,800,798],"class_list":["post-4606","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-cikkek","tag-ai","tag-alphazero","tag-deepmind","tag-quake-3-arena"],"jetpack_featured_media_url":"https:\/\/www.notebook.hu\/blog\/wp-content\/uploads\/2019\/06\/aHR0cDovL21lZGlhLmJlc3RvZm1pY3JvLmNvbS9EL1gvODQwMzA5L29yaWdpbmFsL2RlZXBtaW5kLWNhcHR1cmUtdGhlLWZsYWcuanBn.jpg","jetpack_shortlink":"https:\/\/wp.me\/p9xSLL-1ci","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/posts\/4606","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/comments?post=4606"}],"version-history":[{"count":1,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/posts\/4606\/revisions"}],"predecessor-version":[{"id":4608,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/posts\/4606\/revisions\/4608"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/media\/4607"}],"wp:attachment":[{"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/media?parent=4606"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/categories?post=4606"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.notebook.hu\/blog\/wp-json\/wp\/v2\/tags?post=4606"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}