AlphaGo iyo AlphaZero
AlphaGo waxa uu ahaa barnaamijkii DeepMind ee garaacay ciyaartoyda Go ee aduunka ugu fiican, oo ah horumar laga fikiray muddo tobanaan sano ah.
Dulmar
AlphaZero then mastered Go, chess, and shogi entirely through self-play, learning superhuman skill from scratch.
quusid qoto dheer
Go waxay leedahay boosaska guddiga ee suurtogalka ah marka loo eego atamka ku jira koonka la arki karo, taasoo ka dhigaysa baadi-goobka xooggan rajo la'aan iyo dareen muhiim ah. 2016, AlphaGo waxa ay 4-1 kaga badisay Lee Sedol oo heysata horyaalnimada, iyada oo ay caanka ku tahay 'Move 37' khubaro cajiib ah oo aan bini-aadmi ahayn. AlphaGo waxay wax ka baratay ciyaaraha khubarada aadanaha iyo is-ciyaarista. 2017, AlphaZero ayaa sii waday: laga bilaabo kaliya sharciyada oo aan lahayn xogta bini'aadamka, waxay is baray iyada oo ciyaaraysa malaayiin kulan oo ka soo horjeeda nafteeda, oo dhaaftay barnaamijyada Go, Chess, iyo shogi ee ugu fiican saacado ilaa maalmo. Nidaam dambe, MuZero, xitaa wuxuu bartay shuruucda ciyaaraha iskeed. Marxaladdan muhiimka ah waxay soo bandhigtay sida xoojinta waxbarashada iyo raadinta ay u heli karaan xeelado ka baxsan aqoonta aadanaha.
Aragtida Farsamada
AlphaZero waxay ku daraysaa shabakad neerfaha qoto dheer iyo Monte Carlo Tree Search (MCTS). Shabakadu waxay soo saartaa siyaasad (dhaqdhaqaaqa u muuqda mid rajo leh) iyo qiime (kuwaas oo ay u badan tahay inuu guuleysto), hagaya raadinta si loo sahamiyo kaliya khadadka ugu habboon halkii laan kasta. Iyada oo la adeegsanayo barashada xoojinta is-ciyaarista, saadaasha shabakadda iyo natiijooyinka raadinta ayaa midba midka kale xoojiya, si joogto ah u soo hagaagaya. Looma baahna ciyaar bini'aadmi ama hawlo qiimayn gacanta lagu sameeyay, kaliya sharciyada iyo abaalmarinta guusha.
Saamaynta Istiraatijiyadeed
Istaraatiijiyadda iibiyaha
Wadooyinka iibiyuhu waxay saameeyaan sifooyinka ay kooxdaadu dhisi karto marka xigta.
Qiimaha iyo miisaaniyada
Shuruudaha ganacsiga iyo ikhtiyaarka geynta ayaa saameeya kharashka iyo khatarta muddada-dheer.
Khatarta iyo badbaadada
Dhiirrigelinta shirkadu waxay qaabaysaa wax-soo-saarka alaabada, booska badbaadada, iyo furfurnaanta.
Mustaqbalka AlphaGo iyo AlphaZero
Cuntada AlphaZero, barashada is-ciyaarista oo ay hagto goob-raadis, hadda waxay saamaysaa aaladaha-robotiga, sahaminta sayniska, iyo sababaynta-qaab-afka-weyn, halkaas oo moodooyinka 'ka raadiyaan' tallaabooyinka xallinta. Faracii sida MuZero iyo AlphaProof waxay adeegsadaan fikradahan si ay u qorsheeyaan sharci la'aan iyo xisaab. Filo is-ciyaarista iyo raadinta geedka si aad u ilaaliso nidaamyada awoodda ee ay tahay inay qorsheeyaan, istiraatijiyaan, oo ogaadaan xalal cusub, oo ku sii kordhaya farsamooyinka sababaynta ee hadda ka muuqda moodooyinka AI ee xuduudaha.
Dhaqangelinta Adduunka-dhabta ah
Ku guuleysiga horyaalada aduunka ee Lee Sedol (2016) iyo Ke Jie (2017) ciyaarihii taariikhiga ahaa
AlphaZero ayaa saacado gudahood isku baraya chess ka sarreeya bini'aadminimada, iyadoo daaha ka qaadaysa furitaan cusub iyo fikrado hurnimo oo ay barteen sayidyadii
MuZero maaraynta Go, chess, shogi, iyo ciyaaraha Atari iyadoon loo sheegin sharciyada
Dhiirigelinta is-ciyaarista iyo hababka raadinta hadda loo isticmaalo robotics, xisaabta (AlphaProof), iyo sababaynta LLM
Khatarta & Dariiqyada Ilaalada
Ogeysiisyada bilawga ah ayaa laga yaabaa inay ka dheereeyaan xasilloonida socodka shaqo ee wax soo saarka dhabta ah.
Qiimaynta API ama isbedelada siyaasada waxay jebin karaan malo awaalka habeen dhaxa
Ku-tiirsanaanta iibiyuhu wuxuu kordhiyaa qufulka iyo kharashaadka socdaalka.
Qorshe Hawleedka Dhaqangelinta
Qiimee bixiyeyaasha adiga oo isticmaalaya hawlahaaga iyo kaydinta xogtaada.
Dib u eeg sirta, amniga, iyo shuruudaha sharciga ka hor is dhexgalka.
Ilaali qorshaha dib u dhaca ee moodooyinka ama iibiyeyaasha.
La soco qoraalada sii daynta si isbeddellada khariidadda waddo aysan ula yaabin kooxaha.
Sii wad Sahaminta
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Hagaha xiga
Moodooyinka Zhipu GLM
Su'aalaha soo noqnoqda
What is AlphaGo and AlphaZero?
AlphaGo waxa uu ahaa barnaamijkii DeepMind ee garaacay ciyaartoyda Go ee aduunka ugu fiican, oo ah horumar laga fikiray muddo tobanaan sano ah. AlphaZero dabadeed waxa uu si fiican u bartay Go, chess, iyo shogi isaga oo is-ciyaarayay, isaga oo bar ka bartay xirfad ka sarreeya bini'aadamka.
Waa maxay sababta ciyaarta Go loogu tixgeliyey si gaar ah ugu adag kombuyutarada?
Qodobka weyn ee laanta Go's wuxuu ka dhigayaa raadinta xoog-xoog mid aan macquul ahayn, sidaa darteed guushu waxay u baahan tahay dareen la bartay.
Yaa AlphaGo si caan ah uga adkaaday 4-1 2016?
AlphaGo ayaa 4-1 ku garaacday horyaalnimada Go ee Lee Sedol ciyaar si weyn loo daawaday 2016.
Sidee AlphaZero u bartay inuu ciyaaro, si ka duwan AlphaGo?
AlphaZero wuxuu ka soo bilaabay kaliya sharciyada wuxuuna bartay oo kaliya isagoo ka soo horjeeda naftiisa, iyada oo aan lahayn xogta ciyaarta aadanaha.
Qaabkee raadinta ayay AlphaZero ku lammaanisay shabakadeeda neerfaha?
AlphaZero waxay isticmaashaa Monte Carlo Tree Search oo ay hagto nidaamka shabakada neerfaha iyo saadaasha qiimaha.
Waa maxay labada shay ee shabakadda neerfaha ee AlphaZero saadaalisay inay hagto raadinteeda?
Wax soo saarka shabakada ee dhaqaaqa waxay u egtahay rajo (siyaasad) iyo qiyaasta cidda guulaysan doonta (qiimaha), diiradda saaraya raadinta.