AlfaGo na AlphaZero
AlphaGo bụ mmemme DeepMind meriri ndị egwuregwu Go kacha mma n'ụwa, ihe dị ịrịba ama ogologo oge chere ọtụtụ afọ.
Nchịkọta
AlphaZero then mastered Go, chess, and shogi entirely through self-play, learning superhuman skill from scratch.
Ime miri emi
Go nwere ọnọdụ bọọdụ enwere ike karịa ka atọm na mbara igwe a na-ahụ anya, na-eme ka ọchụchọ ike enweghị olileanya na nghọta dị mkpa. N'afọ 2016, AlphaGo meriri onye mmeri ama ama Lee Sedol 4-1, ya na ndị ọkachamara ama ama 'Move 37' dị egwu dị ka ndị na-abụghị mmadụ. AlphaGo mụtara n'egwuregwu ndị ọkachamara mmadụ tinyere egwuregwu onwe ya. Na 2017, AlphaZero gara n'ihu: malite na naanị iwu na enweghị data mmadụ, ọ kụziiri onwe ya site n'ịkpọ ọtụtụ nde egwuregwu megide onwe ya, na-agafe mmemme Go, chess na shogi kacha mma n'ime awa ruo ụbọchị. Usoro mechara, MuZero, mụtakwara iwu egwuregwu n'onwe ya. Ihe ịrịba ama ndị a gosipụtara ka mmụta nkwado na nchọta nwere ike isi chọpụta atụmatụ karịrị ihe ọmụma mmadụ.
Nghọta nka nka
AlphaZero na-ejikọta netwọkụ akwara miri emi na Monte Carlo Tree Search (MCTS). Netwọk ahụ na-ewepụta amụma (nke na-eme ka ọ dị mma) na uru (onye nwere ike imeri), na-eduzi ọchụchọ ahụ iji nyochaa naanị ahịrị ndị kachasị mkpa kama alaka ụlọ ọrụ ọ bụla. Site na mmụta nkwado nke onwe, amụma netwọkụ na nsonaazụ ọchụchọ na-ewusi ibe ha ike, na-aga nke ọma. Ọ dịghị egwuregwu mmadụ ma ọ bụ ọrụ nyocha ejiri aka mee ka achọrọ, naanị iwu na ụgwọ ọrụ maka imeri.
Mmetụta atụmatụ
Atụmatụ ndị na-ere ahịa
Ụzọ ndị na-ere ahịa na-emetụta atụmatụ ndị otu gị nwere ike ịrụ na-esote.
Ọnụ ego na mmefu ego
Usoro azụmahịa na nhọrọ mbugharị na-emetụta ọnụ ahịa ogologo oge yana ihe egwu.
Ihe ize ndụ na nchekwa
Ihe mkpali ụlọ ọrụ na-akpụzi ndabara ngwaahịa, ọnọdụ nchekwa, na oghere.
Ọdịnihu nke AlphaGo na AlphaZero
Ntụziaka AlphaZero, mmụta site na egwuregwu onwe onye na-eduzi site na nchọ, na-emetụta ugbu a robotics, nchọpụta sayensị, na echiche ụdị asụsụ buru ibu, ebe ụdị 'chọọ' n'usoro ngwọta. Ụmụ ndị dị ka MuZero na AlphaProof na-etinye echiche ndị a na-eme atụmatụ na-enweghị iwu amaghi ama na mgbakọ na mwepụ. Na-atụ anya egwuregwu onwe gị na ịchọ osisi ka ọ nọgide na-arụ ọrụ ike nke ga-eme atụmatụ, ịhazi, na ịchọpụta ngwọta ọhụrụ, na-ejikọta ya na usoro ntụgharị uche na-apụta ugbu a n'ụdị AI.
Mmejuputa n'ezie n'ụwa
Ndị mmeri ụwa Go na-emeri Lee Sedol (2016) na Ke Jie (2017) na egwuregwu ama ama ama ama.
AlphaZero na-akuziri onwe ya chess karịrị mmadụ n'ime awa, na-ekpughe echiche mmeghe na ịchụ àjà ọhụrụ nke ndị nna ukwu mụrụ
MuZero mastering Go, chess, shogi, na egwuregwu Atari na-agwaghị ya iwu
Ụzọ egwuregwu na-akpali akpali nke a na-eji ugbu a na robotics, mgbakọ na mwepụ (AlphaProof), na echiche LLM.
Ihe ize ndụ & okporo ụzọ nche
Mwepụta ọkwa nwere ike karịa nkwụsi ike na usoro nrụpụta n'ezie.
Ọnụ ahịa API ma ọ bụ mgbanwe amụma nwere ike imebi echiche n'otu abalị.
Ndabere otu onye na-ere ahịa na-abawanye mkpọchi na ọnụ ahịa mbugharị.
Map mmejuputa
Nyochaa ndị na-eweta ọrụ site na iji ọrụ nke gị na nhazi data.
Nyochaa nzuzo, nchekwa na usoro iwu tupu njikọta.
Jikwaa atụmatụ ọdịda n'ofe ụdị ma ọ bụ ndị na-ere ahịa.
Nyochaa ndetu mwepụta ka mgbanwe map ụzọ ghara iju ndị otu anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ụdị Zhipu GLM
Ajụjụ a na-ajụkarị
What is AlphaGo and AlphaZero?
AlphaGo bụ mmemme DeepMind meriri ndị egwuregwu Go kacha mma n'ụwa, ihe dị ịrịba ama ogologo oge chere ọtụtụ afọ. AlphaZero nweziri Go, chess na shogi kpamkpam site na egwuregwu onwe ya, na-amụta nkà karịrị nke mmadụ site na ọkọ.
Kedu ihe kpatara eji were egwuregwu Go nke siri ike maka kọmpụta?
Nnukwu ngalaba ngalaba Go na-eme ka ịchọọ ike ike enweghị ike ime ya, yabụ ịga nke ọma chọrọ nghọta mmụta.
Kedu onye AlphaGo meriri nke ọma 4-1 na 2016?
AlphaGo meriri Lee Sedol onye mmeri kacha elu 4-1 na egwuregwu 2016 a na-elele nke ọma.
Kedu ka AlphaZero si mụta igwu egwu, n'adịghị ka AlphaGo?
AlphaZero malitere site na naanị iwu wee mụta naanị site na igwu egwu megide onwe ya, na-enweghị data egwuregwu mmadụ.
Kedu usoro ọchụchọ AlphaZero na-ejikọta na netwọkụ akwara ya?
AlphaZero na-eji Monte Carlo Tree Search na-eduzi amụma netwọkụ akwara na amụma uru.
Kedu ihe abụọ netwọkụ akwara AlphaZero na-ebu amụma na-eduzi ọchụchọ ya?
Mwepụta netwọkụ nke na-agagharị na-ele anya na-ekwe nkwa (atụmatụ) yana atụmatụ onye ga-emeri (uru), na-elekwasị anya na ọchụchọ.