IA Poker - Wane ne ya lashe?
Yanzu shekara ashirin kenan da fitaccen wasan tsakanin zakaran duniya na Chess Garry Kasparov da Deep Blue - babbar komputa ta IBM. Kasparov rasa zuwa Deep Blue - kuma ya ci gaba da zargin kwamfutar da wani hakikanin, mai kula da dara na mutum ya sarrafa ta. A cikin mahimmanci, Kasparov ya kira shenanigans. Babban dara ya ƙi yarda da cewa na'urar sanyi, mai kirgawa na iya kayar da tunani, tunani, ɗan adam. Hakikanin gaskiya shine tabbas mai yiwuwa ne saboda tsayayyen, lissafin yanayin Deep Blue da inji yayi nasarar doke takwaransa na mutum.
Deep Blue ba ta da ikon kirkira ko amfani da kowane irin dalili na "wayewa" - ainihin abubuwan da galibi ke kawo cikas ga yanke hukunci mai kyau. Deep Blue ya kasance game da aiwatar da ka'idojin wasan Chess ne a mafi kyawun hanyar da zata yiwu don cimma wani sakamako. Ayyukan Blue Blue da nasara mai zuwa sun ba da sanarwar wayewar sabon zamani: zamanin ƙirar ƙirar ƙira da ƙwarewarta don girman kai, ruɗu da tunani mai ƙyamar ɗan adam.
Deep Blue da aka nuna a lokacin Big Data.
Ma'anar The Unbeatable
Duk da nasarar Blue Blue mai ban mamaki - akwai wasannin da suka haifar da daɗaɗin karin magana a kai; hatta kawunan masu inji. Ofaya daga cikin waɗannan shine StarCraft - ainihin dabarun wasa wanda ya shafi ci gaban sansanin soja na ɗan wasa da kuma kai hari ga waɗanda ke cikin wasu playersan wasan. StarCraft shine farkon wasan eSports na farko - kuma masu bincike waɗanda ke aiki da ƙattai kamar Facebook da Microsoft sun wallafa takardu da suka danganci rashin karfin StarCraft da AI na ragargaza ayyukan wasan ciki, musamman saboda yawan adadin masu canjin da wasan ya haifar. .
Shin Ma'aikata Sun San Lokacin da Za Su Dauke?
Da alama amsar ita ce e. Masu haɓaka AI DeepStack sun haɓaka ƙwarewar kere kere wanda ke iya yin takara tare da mafi kyawun kasuwancin Poker. Sirrin nasarar DeepStack? Koyon Injin Mai zurfi. DML tana kwaikwayon kwakwalwar ɗan adam a cikin tsarin tunani na asali kuma a ainihin yana bawa inji damar koyar da kanta sabbin dabaru.
Yanayin Texas Poker Hold'em Poker ya dogara da halayen mutum na hankali. An gano asalin yanayin aikin ne ta hanyar kau da kai daga dabarun da aka yi amfani da su ta hanyar tsarin AI wanda ya shafi ƙoƙarin ƙididdige kowane mataki na sauran wasan - kuma a maimakon haka, kasancewa cikin abubuwan da ke faruwa ta hanyar stepsan matakai a lokaci guda.
Sabuwar hanyar AI ta yin abubuwa (kamar yadda DeepStack ya yi amfani da ita) ya haɗa da sake lissafin algorithms da dabarun gaba yayin da sabon bayani zai kasance. Ta yaya DeepStack ya koyar da wannan ƙwarewar musamman ga mai ƙanƙantar da ita? Ta hanyar jefa fiye da 10 000 bazuwar Yanayin wasan Poker a ciki.
Baftisma ta Wuta
A cikin 2016 Internationalungiyar okerasa ta Duniya ta zaɓi 'yan wasa thirtyan wasa Poker talatin da uku kuma suka gwabza da su da dabarun DeepStack. Bayan raba lokutan da sa'a ta haifar da nasara daga al'amuran dabarun, an cimma matsaya: rateimar nasarar DeepStack ta shigo sama da sau 10 na abin da professionalwararrun playersan wasa ke ganin ya zama kyakkyawar tazara.
Arshe da binciken sun yarda da nasarar da Libratus ta samu - ɗan wasan Poker-AI da ƙwararrun masu bincike a Jami'ar Carnegie Mellon da ke Pittsburg. Libratus ya yi karo da yawancin fitattun masanan Texas Hold'em Poker a cikin tsattsauran tsari na hannayen Poker 120,000. Libratus ya fitar da hudu daga cikinsu.
Dong Kim na ɗaya daga cikin 'yan wasan da injin ya sosa musu rai, ya ba da rahoto daga baya cewa zuwa rabin lokaci, ya fara zargin cewa a gaskiya Libratus zai iya ganin katunansa. Ya ci gaba da cewa ba ya zargin Libratus da yaudara ta kowane fanni, amma AI kawai tana da kyau.
Mu da yawa
Manyan mutanen Carnegie Mellon ba su da sha'awar bayyana da yawa game da Libya ko ayyukan ciki na yanke shawara a lokacin da aka tsayar da shi, amma daga bisani aka bayyana cewa Libya ba wani AI ba ne mai ban sha'awa - amma a maimakon haka ya dogara ne a kan ' tsarin tafiyar da aiki tare tare da manufa ɗaya.
Dogaro da ƙarfafa ilmantarwa, ainihin hanyar gwaji da kuskure, Libratus yayi nasara ta hanyar yin wasa bayan wasa da kanta. Farawa, ba ta san komai ba game da dabarun Poker na musamman ko makamantansu - kawai an sanar da ita menene dokokin wasan. Ta hanyar yin wasa akai-akai da kanta, a cikin tsarin hanyar sadarwar ta sau uku, ta bincika kowace hanya da haɗuwa - don haka ta shirya kanta cikin nasara don aikin da ke gabanta.
A cikin adalci, dole ne a ambaci cewa Libya ta girbe sakamakon ladain samun damar daukar jari na halin da ake ciki, kamar yadda yake, kowace maraice bayan zagaye na rana.
Duk da haka, duk abin da yake daidai, Libratus ya fitar da ko da tsammanin mutane masu kirkiro.
Spin Palace Babu Adadin Casino Bonuses >>
Source: spinpalace.com
Contents
- 0.1 Ma'anar The Unbeatable
- 0.2 Shin Ma'aikata Sun San Lokacin da Za Su Dauke?
- 0.3 Baftisma ta Wuta
- 0.4 Mu da yawa
- 1 Spin Palace Babu Adadin Casino Bonuses >>
- 2 Labaran gidan caca masu dangantaka:
- 2.0.1 Sharuɗɗa da Jakada Daga tsarin Martingale
- 2.0.2 Ayyukan Inner Of Live Dealer Blackjack
- 2.0.3 Tottenham 0 - 1 Crystal Palace
- 2.0.4 Beat Blackjack da Roulette tare da waɗannan ka'idojin 10
- 2.0.5 Wasanni goma na wasanni na wasanni
- 2.0.6 Bambanci tsakanin Labaran Faransanci da Roulette na Amurka
- 2.0.7 Kwallon Kwallon Kafa ta Duniya a Duniya
- 2.0.8 Za a iya amfani da shi?
- 2.0.9 Kamfanonin Kasuwanci Aiki!
- 2.0.10 Menene Wasan su? Biki a gidan caca