Qaababka Adduunka iyo Simulators la bartay
Qaabka dunidu waa shabakad neural ah oo barata in la saadaaliyo sida deegaanku isu beddelo waqti ka dib, taasoo u oggolaanaysa AI inuu 'malay' natiijooyinka mustaqbalka ka hor inta uusan ficil samayn.
Dulmar
Learned simulators take this further, generating interactive, playable environments from data instead of being hand-coded by engineers.
quusid qoto dheer
Halkii la xasuusan lahaa waxa la samaynayo, qaabka adduunku wuxuu qabtaa dhaqdhaqaaqa deegaanka: marka la eego xaaladda hadda jirta iyo ficil la soo jeediyay, waxay saadaalisay kormeerka xiga. Waraaqdii caadiga ahayd ee 2018 'Models World' ee Ha iyo Schmidhuber waxay ku dhejiyeen xirmooyin ciyaar oo leh autoencoder, waxay ku qaabeeyeen dhaqdhaqaaqooda shabakad soo noqnoqota, waxayna tababareen kontorool ku dhawaad guud ahaan tan 'riyo' la bartay. Khadka Dreamer ee DeepMind wuxuu bartaa dhaqdhaqaaqyada qarsoon iyo qorshayaasha iyadoo la soo saarayo habab la mala awaalay, DreamerV3na wuxuu qabsaday hawlo kala duwan - xitaa dheemanka Minecraft ka soo ururiyay meel xoq ah. Dhawaanahan, Google's Genie waxay soo saartaa adduunyo 2D ah oo la kontarooli karo oo ka yimid sawirro iyo muuqaal aan calaamadeyn, iyo GameNGen wuxuu soo saaray ciyaarta DOOM waqtiga dhabta ah isagoo isticmaalaya kaliya moodal faafin ah. Racfaanka: wakiilada waxay wax ku baran karaan ama lagu tijaabin karaa raqiis, male-awaal degdeg ah halkii ay ka ahaan lahaayeen khatar, xaqiiqo gaabis ah.
Aragtida Farsamada
Moodooyinka dunidu waxay caadi ahaan ku meeleeyaan indho-indheynta cabbirka sare xaalad qarsoodi ah oo kooban, ka dibna bartaan shaqada kala-guurka ee saadaalinta xaaladda qarsoon ee soo socota iyo abaal-marin laga helo ficil. Qorshayntu waxa ay isticmaashaa 'rollouts': in la qiyaaso tallaabooyin badan oo isdaba-joog ah oo horay loo qaaday iyo xulashada kuwa ugu fiican, ama tababarka siyaasadda xogta la mala awaalay. Noocyada casriga ahi waxay adeegsadaan transformers ama fiidyow-fidiyeenka si ay u saadaaliyaan xayndaabyada tooska ah, ku xidhan falalka isticmaalaha, gaadhista is dhexgal qaab qaab qaabaysan.
Saamaynta Istiraatijiyadeed
Go'aamo cad
Waxay kaa caawinaysaa inaad kala saartid sheegashooyinka farsamada cad iyo luqadda suuq-geynta.
Qiimaha iyo miisaaniyada
Waxaad waydiin kartaa su'aalo fulineed oo wanaagsan ka hor inta aadan lacag ama waqti bixin.
Kooxda iyo socodka shaqada
Kooxaha fahamka la wadaago waxay sameeyaan wax soo saar, siyaasad, iyo go'aano waxbarasho oo wanaagsan.
Mustaqbalka Modelsyada Adduunka iyo Jiliyaasha la bartay
Moodooyinka dunidu waxay udub dhexaad u noqonayaan robotics-ka iyo jiilka ciyaarta: waxay ballan-qaadaan waxbarasho hufan oo xog-ogaal ah halkaas oo is-dhexgalka dhabta ahi uu yahay mid qaali ah, iyo duullimaad, jawiga la ciyaari karo. Filo aaminnimo sare, fogaan-dheer, moodooyin muuqaal ah oo waxqabad leh, is dhexgal adag oo lala yeesho wakiilada qorshaynta, oo u isticmaal sidii 'jiliyaasha neerfaha' ee tababarka is-wadidda iyo siyaasadaha wax-is-dabamarinta. Caqabadaha furan waxaa ka mid ah joogteynta muddada dheer, ka fogaanshaha fiisigiska dhalanteedka ah, iyo xusuusta miisaanka leh.
Dhaqangelinta Adduunka-dhabta ah
Ha iyo Schmidhuber waxay tababbaraan wakiilka tartanka baabuurka gebi ahaanba gudaha riyadeedii ay barteen ee deegaanka
DeepMind's DreamerV3 ururinta dheeman ee Minecraft meel eber ah iyada oo la qorsheynayo male
Google's Genie oo ka soo saaraysa hal sawir oo degdeg ah oo la ciyaari karo 2D
GameNGen wuxuu ku shaqeeyaa nooca la ciyaari karo ee DOOM wakhtiga dhabta ah, oo leh xayndaabyo uu soo saaray moodal faafin ah
Khatarta & Dariiqyada Ilaalada
Kooxo kala duwan ayaa laga yaabaa inay isla erey u isticmaalaan si kala duwan, marka hore u qeex baaxadda.
Tilmaamaha ayaa u ekaan kara kuwo xooggan halka waxqabadka dhabta ah ee dunidu aanu sinnayn.
In la iska indho tiro tayada xogta iyo qorshayaasha qiimayntu waxay inta badan abuurtaa natiijooyin jilicsan.
Qorshe Hawleedka Dhaqangelinta
Ka bilow qeexidda luqadda cad ee natiijada aad u baahan tahay.
Dooro hal cabbir guusha iyo hal xaalad guuldarro ka hor tijaabada.
Ku orod duuliye yar oo wata xogta matale, ee ma aha bandhig muuqaal ah.
Dukumeenti meesha Modelyada Adduunka iyo Simulators la bartay ay ku caawiyaan iyo meelaha hababka fudud ay ka fiican yihiin.
Sii wad Sahaminta
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Hagaha xiga
NVIDIA Moodooyinka Aasaaska Cosmos World
Su'aalaha soo noqnoqda
What is World Models and Learned Simulators?
Qaabka dunidu waa shabakad neural ah oo barata in la saadaaliyo sida deegaanku isu beddelo waqti ka dib, taasoo u oggolaanaysa AI inuu 'malay' natiijooyinka mustaqbalka ka hor inta uusan ficil samayn. Jilayaasha la bartay ayaa tan ka sii qaadaya, iyagoo ka soo saaraya jawi is-dhexgal ah, oo la ciyaari karo xogta halkii ay gacan ku qori lahaayeen injineerada.
Waa maxay shaqada asaasiga ah ee moodeelka aduunka?
Qaabka dunidu waxa uu bartaa dhaqdhaqaaqyada deegaanka: xaalada hadda jirta iyo ficilka waxa ay saadaalisaa indha-indheynta soo socota (iyo badiyaa abaal-marin), awoodna u siinaya soo-bandhigidda la malaynayo.
Warqaddii 2018 'Models World' ee Ha iyo Schmidhuber, xagee lagu tababaray maamulaha?
Wakiilku waxa uu bartay in uu gabi ahaanba u dhaqmo dhaqdhaqaaqyada daahsoon ee la bartay ('riyada'), ka dibna loo wareejiyay deegaanka dhabta ah.
Waa maxay waxqabadka caanka ah ee DeepMind's DreamerV3 ku guuleystey?
DreamerV3 waxa uu bartay dhaqdhaqaaqa daahsoon oo uu adeegsaday soo-bandhigyo la mala awaalay si uu u hanto hawlo badan, oo ay ku jiraan helitaanka dheeman ee Minecraft iyada oo aan lahayn xogta aadanaha ama manhajka.
Muxuu sameeyaa Google's Genie?
Genie waa bey'ad is-dhexgal leh oo wax ka barata muuqaal aan la calaamadin si loo soo saaro adduunyo 2D-dambi ah oo la xakameyn karo.
Sidee bay moodooyin badan oo adduunku u ilaalinayaan dhibka saadaasha ee la heli karo agabka cabbirka sare leh sida sawirrada?
Indho-indhaynta waxa lagu meeleeyay xaalad dahsoon oo cabbirkeedu hooseyo, iyo hawsha kala-guurka ayaa saadaalisa xaaladda qarsoon ee xigta, taasoo ka dhigaysa duubid si hufan.