{"id":83649,"date":"2022-12-07T22:30:20","date_gmt":"2022-12-07T20:30:20","guid":{"rendered":"https:\/\/www.lovendal.ro\/wp52\/?p=83649"},"modified":"2022-12-07T22:30:20","modified_gmt":"2022-12-07T20:30:20","slug":"inteligenta-artificiala-a-reusit-sa-domine-oamenii-in-jocul-de-razboi-stratego-este-pregatita-pentru-un-razboi-adevarat","status":"publish","type":"post","link":"https:\/\/www.lovendal.ro\/wp52\/inteligenta-artificiala-a-reusit-sa-domine-oamenii-in-jocul-de-razboi-stratego-este-pregatita-pentru-un-razboi-adevarat\/","title":{"rendered":"Inteligen\u0163a Artificial\u0103 a reu\u015fit s\u0103 domine oamenii \u00een jocul de r\u0103zboi „Stratego”. Este preg\u0103tit\u0103 pentru un r\u0103zboi adev\u0103rat?"},"content":{"rendered":"

\"\"<\/a>Anul 2022 marcheaz\u0103 cea de-a 50-a aniversare de la debutul lui Pong – unul dintre cele mai vechi jocuri pe computer \u0219i primul care a devenit un succes mondial ca joc video pentru acas\u0103. Datorit\u0103 succesului lui Pong, jocurile video s-au dezvoltat foarte mult, fiind dezvoltate programe pentru a juca \u00eempotriva adversarilor umani, \u00een jocuri precum \u0219ah sau go. Aici, computerele au c\u00e2\u015ftigat \u00een cele din urm\u0103 \u0219i i-au \u00eenvins pe st\u0103p\u00e2nii lor.<\/p>\n

Acum \u00eens\u0103, un alt joc tradi\u021bional de strategie de r\u0103zboi a dat ca \u015fi c\u00e2\u015ftig\u0103tor computerul, sau, s\u0103 spunem Inteligen\u0163a Artificial\u0103 (A.I.) – c\u0103 tot ea e la mod\u0103. Este \u00eentr-adev\u0103r o \u015ftire \u00eengrijor\u0103toare, deoarece jocul care are o „strategie” \u00eencorporat\u0103 chiar \u00een numele s\u0103u – Stratego – este un joc considerat a fi mai complex dec\u00e2t Go. Este timpul s\u0103 recunoa\u0219tem victoria computerelor \u0219i s\u0103 transform\u0103m strategia de r\u0103zboi c\u0103tre A.I.?<\/p>\n

Stratego este unul dintre pu\u021binele jocuri de societate pe care A.I. nu le-a st\u0103p\u00e2nit \u00eenc\u0103. Este un joc caracterizat de o provocare dubl\u0103: necesit\u0103 g\u00e2ndire strategic\u0103 pe termen lung, ca \u00een \u0219ah, dar necesit\u0103 \u0219i manipularea „informa\u021biilor imperfecte” ca \u00een poker.<\/p>\n

\u00centr-o nou\u0103 lucrare publicat\u0103 \u00een revista „Science”<\/em><\/strong> („Mastering the game of Stratego with model-free multiagent reinforcement learning”<\/strong><\/a>), speciali\u015ftii de la filiala de Inteligen\u021b\u0103 Artificial\u0103 a lui Goggle, DeepMind, au dezv\u0103luit DeepNash<\/strong>, un sistem de A.I. conceput special pentru a juca \u0219i a c\u00e2\u0219tiga Stratego, jocul clasic de mas\u0103 pe care DeepMind \u00eel descrie ca fiind mai complex dec\u00e2t \u0219ahul \u0219i Go \u0219i mai „intuitiv” dec\u00e2t pokerul. „Intui\u0163ia” vine din faptul c\u0103, la fel ca pokerul, Stratego este un joc de „informa\u021bii imperfecte”, \u00een care juc\u0103torii nu pot observa direct identit\u0103\u021bile pieselor de joc ale adversarului (sau c\u0103r\u021bile de joc, \u00een cazul pokerului).<\/p>\n

Stratego este un joc de strategie similar cu \u015fahul, dar \u00een care, spre deosebire de \u015fah, juc\u0103torilor li se prezint\u0103 o informa\u0163ie incomplet\u0103 despre armata advers\u0103. Astfel, pe l\u00e2ng\u0103 strategia mut\u0103rilor, intervine psihologia \u015fi deduc\u0163ia. Va trebui s\u0103 \u00ee\u0163i ascunzi piesele importante, s\u0103 blufezi \u015fi s\u0103 deduci pozi\u0163ionarea pieselor adversarului.<\/p>\n

Stratego se joac\u0103 \u00een doi, pe o tabl\u0103 de 10\u00d710 p\u0103trate. Fiecare juc\u0103tor are 40 de piese reprezent\u00e2nd gradele individuale \u00eentr-o armat\u0103 (de la soldat la ofi\u021ber), dar piesele sunt verticale, astfel \u00eenc\u00e2t \u00eensemnele sunt vizibile doar pentru juc\u0103torul care le mut\u0103. Scopul este de a g\u0103si \u0219i a captura steagul adversarului sau de a captura, izola \u0219i \u00eenconjura piesele acestuia, astfel \u00eenc\u00e2t s\u0103 nu fac\u0103 nicio mi\u0219care. Este posibil ca jocul Stratego original s\u0103 fi fost bazat pe \u0219ahul militar tradi\u021bional japonez, dar cea mai veche form\u0103 cea mai asem\u0103n\u0103toare cu versiunea modern\u0103 a fost jocul francez L’attaque, patentat \u00een 1909 \u0219i jucat \u00een principal \u00een Fran\u021ba \u0219i Marea Britanie. Versiunea american\u0103 a lui Stratego a fost creat\u0103 de olandezul Jacques Johan Mogendorff \u0219i \u00eenregistrat\u0103 ca marc\u0103 \u00een 1942 de c\u0103tre compania olandez\u0103 Van Perlstein & Roeper Bosch NV, care \u00eent\u00e2mpl\u0103tor a produs \u0219i prima edi\u021bie a lui „Monopoly”.<\/p>\n

Site-ul DeepMind.com explic\u0103 provocarea cu care se confrunt\u0103 dezvoltatorii \u00een crearea unui program pentru a juca Stratego la nivel uman. Jocurile de cacealma sunt \u00een mod inerent dificile pentru computere, care se bazeaz\u0103 pe date fiabile pentru a fi analizate. Juc\u0103torii Stratego au „informa\u021bii imperfecte” \u00een baza lor de date, a\u0219a c\u0103 trebuie s\u0103 echilibreze toate rezultatele posibile atunci c\u00e2nd iau o decizie. Aceasta este o mare provocare \u00een jocul de poker Texas Hold’em, care se termin\u0103 dup\u0103 doar c\u00e2teva decizii, dar aproape de netrecut \u00een Stratego, care poate avea sute de mi\u0219c\u0103ri \u00een ore de joc, f\u0103r\u0103 indicii vizibile cu privire la modul \u00een care fiecare mi\u0219care poate afecta rezultatul final. Pentru a computeriza \u0219ahul \u0219i Go, programele sunt introduse \u00een toate st\u0103rile posibile ale jocului \u0219i rela\u021biile lor – o structur\u0103 cunoscut\u0103 sub numele de „arborele jocului”. Complexitatea „arborelui de joc” al Stratego este mult superioar\u0103 \u00een compara\u021bie cu \u0219ahul, Go-ul \u0219i pokerul. Dup\u0103 ani \u00een care au e\u0219uat toate strategiile tradi\u021bionale, DeepMind a apelat la o nou\u0103 abordare, renun\u0163\u00e2ndu-se la „arborele de joc”.<\/p>\n

Noua abordare – Regularized Nash Dynamics (R-NaD) – \u00eenseamn\u0103 c\u0103 A.I. DeepNash se orienteaz\u0103 c\u0103tre „echilibrul Nash” (termen explicat \u00een lucrarea de cercetare). \u015ei… a func\u021bionat! DeepNash a ajuns pe primele locuri la Stratego, \u00een clasamentul din toate timpurile pe platforma de jocuri Gravon, concur\u00e2nd cu juc\u0103tori exper\u021bi umani. Fostul campion mondial de Stratego \u0219i co-autor al lucr\u0103rii, Vincent de Boer, este impresionat. „Nivelul de joc al lui DeepNash m-a surprins. Nu v\u0103zusem niciodat\u0103 o ma\u0219in\u0103 capabil\u0103 s\u0103 joace Stratego ca un juc\u0103tor uman experimentat. Dup\u0103 ce am jucat eu \u00eempotriva lui DeepNash, nu am fost surprins c\u0103 a ajuns \u00een primele trei locuri \u00een clasamentul Gravon”.<\/em><\/p>\n

DeepNash a \u00eenv\u0103\u021bat o varietate de tactici de cacealma – abilit\u0103\u021bi care duc jocul pe computer la un nivel mult peste orice \u015fi-ar fi imaginat dezvoltatorii lui Pong cu doar 50 de ani \u00een urm\u0103. \u0218i totu\u0219i, la nivelul de baz\u0103, jocurile sunt acelea\u0219i – o lupt\u0103 \u00eentre doi juc\u0103tori. Dac\u0103 DeepNash poate \u00eenvinge un „general” uman la un joc de strategie de r\u0103zboi, este gata s\u0103 \u00eenlocuiasc\u0103 generalii umani \u00een situa\u0163iile de r\u0103zboi reale? Acest general A.I. poate comanda robo\u0163ilor A.I. s\u0103 aib\u0103 succes pe un c\u00e2mp de lupt\u0103 militar tradi\u021bional \u00eempotriva solda\u021bilor umani?<\/p>\n","protected":false},"excerpt":{"rendered":"

Anul 2022 marcheaz\u0103 cea de-a 50-a aniversare de la debutul lui Pong – unul dintre cele mai vechi jocuri pe computer \u0219i primul care a devenit un succes mondial ca joc video pentru acas\u0103. Datorit\u0103 succesului lui Pong, jocurile video … <\/p>\n

Cititi mai multe<\/a><\/p>\n","protected":false},"author":1,"featured_media":83650,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12567],"tags":[70,4110,17987,17986,202,5264,17985,960,3082,12298,10116,2613,392,17989,1134,17988,73,2629,1924,17984,12568],"class_list":["post-83649","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tehnologii","tag-armata","tag-computer","tag-deepmind","tag-deepnash","tag-franta","tag-general","tag-go","tag-google","tag-inteligenta-artificiala","tag-intuitie","tag-joc","tag-joc-video","tag-marea-britanie","tag-monopoly","tag-poker","tag-pong","tag-razboi","tag-roboti","tag-sah","tag-stratego","tag-tehnologii","resize-featured-image"],"yoast_head":"\nInteligen\u0163a Artificial\u0103 a reu\u015fit s\u0103 domine oamenii \u00een jocul de r\u0103zboi "Stratego". 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