{"id":887669,"date":"2019-03-03T18:31:07","date_gmt":"2019-03-03T16:31:07","guid":{"rendered":"https:\/\/pokeriomokykla.com\/veda-o-pokri-co-sa-mozeme-naucit-od-umelej-inteligencie"},"modified":"2025-04-29T00:18:42","modified_gmt":"2025-04-28T22:18:42","slug":"veda-o-pokri-co-sa-mozeme-naucit-od-umelej-inteligencie","status":"publish","type":"post","link":"https:\/\/pokeriomokykla.com\/sk\/veda-o-tom-co-sa-mozeme-naucit-o-umelej-inteligencii","title":{"rendered":"Veda o pokri: \u010co sa m\u00f4\u017eeme nau\u010di\u0165 od umelej inteligencie?"},"content":{"rendered":"<p><img decoding=\"async\" class=\"alignnone size-full wp-image-756771\" src=\"https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/9936acf990_png__1320%C3%97866_.png\" alt=\"\" width=\"1024\" height=\"516\"><\/p>\n<p>Tentoraz sa budeme zaobera\u0165 trochu in\u00fdm \u010dl\u00e1nkom, ktor\u00e9ho autori sa sna\u017eia vytvori\u0165 pravidl\u00e1 vhodn\u00e9 pre poker na z\u00e1klade algoritmov deep-learning programov. Po hre umelej inteligencie Claudico a Libratus sa zistilo, \u017ee ich najsilnej\u0161ou \u010das\u0165ou s\u00fa rie\u0161enia situ\u00e1ci\u00ed na riveri. Autori \u010dl\u00e1nku sa sna\u017eia presk\u00fama\u0165 rozhodnutia programov na riveri a vytvori\u0165 zrozumite\u013en\u00e9 pravidl\u00e1.<\/p>\n<p>Pre tento experiment boli nap\u00edsan\u00e9 dva identick\u00e9 umel\u00e9 inteligencie, ktor\u00e9 nemali \u017eiadne predbe\u017en\u00e9 pravidl\u00e1, okrem pochopenia sily kariet. Tak\u00e9to podmienky umo\u017e\u0148uj\u00fa objavi\u0165 nov\u00e9 sp\u00f4soby rie\u0161enia pokerov\u00fdch situ\u00e1ci\u00ed, preto\u017ee nezah\u0155\u0148aj\u00fa znalosti pravideln\u00fdch hr\u00e1\u010dov. Samotn\u00e9 programy sa u\u010dili len jedna od druhej, hraj\u00fac 100 000 Heads-Up No-Limit parti\u00ed.<\/p>\n<p>Pravda, autori trochu obmedzili mo\u017enosti hry, tak\u017ee z\u00e1very by sa mali prij\u00edma\u0165 s ur\u010ditou rezervou. Dodato\u010dn\u00e9 obmedzenia hry boli tak\u00e9to:<\/p>\n<ol>\n<li>Analyzovan\u00e9 ruky pod\u013ea svojej a s\u00faperovej sily v situ\u00e1ci\u00e1ch na riveri percentu\u00e1lne (t.j. ko\u013eko \u010dasti s\u00faperovho range je prekonan\u00e9).<\/li>\n<li>Rie\u0161en\u00e9 s\u00fa len situ\u00e1cie na riveri. Toto obmedzenie sa ve\u013emi nemen\u00ed kv\u00f4li prv\u00e9mu obmedzeniu.<\/li>\n<li>Analyzovan\u00e9 s\u00fa len check\/call a check\/fold. Pravdepodobne najviac meniace obmedzenie, preto\u017ee s\u00fa vyl\u00fa\u010den\u00e9 donk a raise situ\u00e1cie.<\/li>\n<li>Hr\u00e1 sa s meniacim sa bal\u00ed\u010dkom 10 kariet. Toto obmedzenie v podstate ni\u010d nemen\u00ed kv\u00f4li druh\u00e9mu a prv\u00e9mu obmedzeniu, len zni\u017euje rozhodovac\u00ed strom.<\/li>\n<li>Analyzovan\u00e1 je hra in position.<\/li>\n<\/ol>\n<p>Po 100 000 simul\u00e1ci\u00e1ch bol pozorovan\u00fd nau\u010den\u00fd sp\u00f4sob hry, ktor\u00fd je uveden\u00fd v zlo\u017eitom rozhodovacom strome:<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-756770\" src=\"https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/decisiontree.png\" alt=\"\" width=\"1279\" height=\"452\" srcset=\"https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/decisiontree.png 1279w, https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/decisiontree-300x106.png 300w, https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/decisiontree-768px-271px.png 768w, https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/decisiontree-340px-120px.png 340w, https:\/\/pokeriomokykla.com\/app\/uploads\/2019\/03\/decisiontree-700px-247px.png 700w\" sizes=\"(max-width: 1279px) 100vw, 1279px\" \/><\/p>\n<p>Autori z hry umelej inteligencie vyvodzuj\u00fa dve hlavn\u00e9 pravidl\u00e1:<\/p>\n<ol>\n<li>Ak hand na riveri prekon\u00e1va od 20% do 80% s\u00faperov\u00fdch r\u00fak, naj\u010dastej\u0161ie sa rob\u00ed check back alebo sa d\u00e1va mal\u00fd sizing.<\/li>\n<li>Ak hand na riveri prekon\u00e1va 95% s\u00faperov\u00fdch r\u00fak a s\u00faper m\u00e1 aspo\u0148 10% ve\u013emi siln\u00fdch r\u00fak, d\u00e1va sa all-in.<\/li>\n<\/ol>\n<p>Tieto pravidl\u00e1 s\u00fa viac vhodn\u00e9 pre shortstacked hru, ale my\u0161lienku mo\u017eno zachova\u0165. Bra\u0165 thin value na riveri \u010dasto neprinesie ve\u013ea zisku kv\u00f4li mo\u017enosti by\u0165 prekonan\u00fd. Naopak, ke\u010f m\u00e1te aspo\u0148 druh\u00fa najsilnej\u0161iu ruku na riveri a s\u00faper m\u00e1 siln\u00e9 ruky vo svojom range v takejto situ\u00e1cii, m\u00f4\u017eete da\u0165 viac ako pot bet alebo \u00eds\u0165 all-in. Samozrejme, v hr\u00e1ch, kde s\u00fa stacky v\u00e4\u010d\u0161ie ako 50 BB, \u010dasto nebudete musie\u0165 \u00eds\u0165 all-in.<\/p>\n<p>Nieko\u013eko ved\u013eaj\u0161\u00edch vec\u00ed z rozhodovacieho stromu &#8211; umel\u00e1 inteligencia takmer nikdy nejde do showdownu (necheckbackuje), ak ich ruka neprekon\u00e1va 16% s\u00faperov\u00fdch r\u00fak. Zvy\u010dajne to bud\u00fa len slab\u00e9 high cards. V takom pr\u00edpade d\u00e1vaj\u00fa aspo\u0148 polovicu banku. V in\u00fdch situ\u00e1ci\u00e1ch si umel\u00e1 inteligencia vyber\u00e1 ve\u013emi variabiln\u00fd bet sizing. Jeden spolo\u010dn\u00fd prvok sa objavuje len zo silnej value hry &#8211; ak maj\u00fa siln\u00fa ruku, takmer v\u017edy d\u00e1vaj\u00fa aspo\u0148 pot bet sizing.<\/p>\n<p>Samozrejme, hra umelej inteligencie m\u00e1 mnoho obmedzen\u00ed, tak\u017ee tieto pravidl\u00e1 by sa nemali prij\u00edma\u0165 bezhlavo. Vo v\u00e4\u010d\u0161ine pr\u00edpadov budeme hra\u0165 proti slab\u0161\u00edm alebo stredne siln\u00fdm pravideln\u00fdm hr\u00e1\u010dom, nie proti super-GTO najvy\u0161\u0161ej \u00farovne pokerov\u00fdch majstrov. Tieto pravidl\u00e1 by sa mali ma\u0165 na pam\u00e4ti, ale treba si uvedomi\u0165, \u017ee viac zisku v\u017edy prinesie exploitative hra.<\/p>\n<h2 style=\"text-align: center\">Kde najlep\u0161ie hra\u0165 poker?<\/h2>\n\n<div class='widget-card placeholder--card'\n     data-source-gql='https:\/\/scg-new-live.stellate.sh\/'\n     data-source-widgetjs='https:\/\/widget.affprojects.com\/widget.js'\n     data-shortcode='widget-card'\n     data-shortcode-text='[top-poker-rooms-for-post]'\n     data-props='{\n\"show_more_button\":true,\n\"show_more_button_text\":\"Show More Bookmakers\",\n\"show_more_text\":false,\n\"show_less_text\":false,\n\"vpn_notification\":false,\n\"show_more_items_amount\":null,\n\"scrollable\":\"always\",\n\"violet_bonus_text\":true,\n\"ab_testing_show_more_button_rework\":true\n}'\n     data-queries='{\n\"type\":\"TOP-Poker\",\n\"limit\":10,\n\"mobile_limit\":10,\n\"show_new\":1,\n\"button_text_type\":\"TOP\",\n\"language\":\"sk\",\n\"project\":\"PM\",\n\"page\":1\n}'\n     ><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Tentoraz sa budeme zaobera\u0165 trochu in\u00fdm \u010dl\u00e1nkom, ktor\u00e9ho autori sa&#8230;<\/p>\n","protected":false},"author":4481,"featured_media":756771,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[7374,1],"tags":[],"class_list":["post-887669","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pokerova-strategia","category-uncategorized-lt"],"acf":[],"_links":{"self":[{"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/posts\/887669","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/users\/4481"}],"replies":[{"embeddable":true,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/comments?post=887669"}],"version-history":[{"count":3,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/posts\/887669\/revisions"}],"predecessor-version":[{"id":1102032,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/posts\/887669\/revisions\/1102032"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/media\/756771"}],"wp:attachment":[{"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/media?parent=887669"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/categories?post=887669"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pokeriomokykla.com\/sk\/wp-json\/wp\/v2\/tags?post=887669"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}