Abanyamideli b'isi hamwe n'abiga bigana
Icyitegererezo cyisi ni urusobe rwimyumvire yiga guhanura uko ibidukikije bihinduka mugihe, bikareka AI 'tekereza' ibizaza mbere yo gukora.
Incamake
Learned simulators take this further, generating interactive, playable environments from data instead of being hand-coded by engineers.
Kwibira cyane
Aho gufata mu mutwe icyo gukora, icyitegererezo cyisi gifata imbaraga z ibidukikije: ukurikije uko ibintu bimeze ubu nigikorwa cyateganijwe, irahanura ubutaha. Impapuro za 2018 'World Models' zanditswe na Ha na Schmidhuber zahagaritse amakadiri yimikino hamwe na autoencoder, yerekana imbaraga zabo hamwe numuyoboro usubiramo, kandi uhugura umugenzuzi hafi ya yose muri izi nzozi zize. Umurongo wa DreamMind's Dreamer wiga imbaraga na gahunda byihishe mugutambutsa inzira ziteganijwe, kandi DreamerV3 yamenye imirimo itandukanye - ndetse no gukusanya diyama muri Minecraft kuva kera. Vuba aha, __AIU_PROTECTED_11 __ 'Genie itanga isi 2D igenzurwa uhereye kumashusho na videwo itanditse, kandi GameNGen yerekanaga umukino DOOM mugihe nyacyo ikoresheje uburyo bwo gukwirakwiza gusa. Ubujurire: abakozi barashobora kwiga cyangwa kugeragezwa mubitekerezo bihendutse, byihuse aho kuba ibyago, bitinda.
Ubushishozi
Moderi yisi isanzwe ikubiyemo indorerezi zo murwego rwohejuru rwihishwa, hanyuma wige imikorere yinzibacyuho iteganya ubutaha bwihishe hamwe nigihembo kiva mubikorwa. Igenamigambi rikoresha 'kuzunguruka': gutekereza ibikorwa byinshi bikurikirana imbere no gutoranya ibyiza, cyangwa guhugura politiki kumibare yatekerejwe. Impapuro zigezweho zikoresha transformateur cyangwa videwo-gukwirakwiza kugirango uhanure amakadiri ataziguye, ateganijwe kubikorwa byabakoresha, kugera kumurongo wimikorere kumurongo.
Ingaruka z'Ingamba
Ibyemezo bisobanutse
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza.
Igiciro na bije
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe.
Itsinda hamwe nakazi
Amakipe asangiye ibitekerezo akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga.
Ejo hazaza h'icyitegererezo cy'isi hamwe n'abiga bigana
Icyitegererezo cyisi kigenda gihinduka muri robo no kubyara imikino: basezeranya kwiga neza amakuru aho imikoranire nyayo ihenze, kandi kuri-kuguruka kubyara, gukinirwa ibidukikije. Witege ubudahemuka buhanitse, birebire-bitambitse, byerekana amashusho yerekana amashusho, guhuza imbaraga hamwe nabashinzwe igenamigambi, kandi ukoreshe nka 'simulator simusiga' mu guhugura politiki yo gutwara no gukoresha manipulation. Ibibazo byafunguye birimo gushikama igihe kirekire, kwirinda fiziki ya salusiyo, hamwe no kwibuka.
Gushyira mu bikorwa Isi
Ha na Schmidhuber bahugura umukozi wo gusiganwa ku modoka hafi yimbere yinzozi zize zidukikije
DreamMind's DreamerV3 ikusanya diyama muri Minecraft kuva kera mugutegura mubitekerezo
__AIU_PROTECTED_11 __ 'Genie ibyara 2D ikinisha isi ikinirwa kuva ishusho imwe yihuse
UmukinoNGen ukoresha verisiyo ikinirwa ya DOOM mugihe nyacyo, hamwe namakadiri yakozwe na moderi yo gukwirakwiza
Ingaruka & Kurinda
Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare.
Ibipimo birashobora kugaragara bikomeye mugihe imikorere-yisi-itaringaniye.
Kwirengagiza ubuziranenge bwamakuru na gahunda yo gusuzuma akenshi bitanga ibisubizo byoroshye.
Igishushanyo mbonera
Tangira nururimi rusobanutse rwibisubizo ukeneye.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho.
Inyandiko aho Moderi Yisi na Simulator Yize ifasha kandi nuburyo bworoshye bworoshye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
NVIDIA Cosmos Isi Yumushinga Model
Ibibazo bikunze kubazwa
What is World Models and Learned Simulators?
Icyitegererezo cyisi ni urusobe rwimyumvire yiga guhanura uko ibidukikije bihinduka mugihe, bikareka AI 'tekereza' ibizaza mbere yo gukora. Abigana bigana bafata ibi kure, bibyara ibikorwa, bikinishwa ibidukikije biva mumibare aho kuba intoki za injeniyeri.
Nuwuhe murimo wibanze wicyitegererezo cyisi?
Icyitegererezo cyisi yiga ibidukikije bikora: uhereye kumiterere igezweho nigikorwa gihanura ubutaha (kandi akenshi ibihembo), bigafasha gutekerezwa.
Mu mpapuro za 'World Models' 2018 na Ha na Schmidhuber, umugenzuzi yatojwe he?
Intumwa yize gukora hafi ya yose yize yihuta ('inzozi'), hanyuma yimurirwa mubidukikije.
Ni ibihe bikorwa bitangaje Dreamerind's DreamerV3 yagezeho?
DreamerV3 yize imbaraga zihishe kandi ikoresha imitekerereze yatekereje kugirango ikore imirimo myinshi, harimo kubona diyama muri Minecraft idafite amakuru yabantu cyangwa integanyanyigisho.
Niki __AIU_PROTECTED_11 __ 'Genie akora?
Genie ni ibidukikije byabyara bigira ingaruka kuri videwo idashyizweho ikimenyetso kugirango ikore ibikorwa-bigenzurwa na 2D isi.
Nigute moderi nyinshi zisi zituma ikibazo cyo guhanura gikemurwa kubintu byinjira cyane nkibishusho?
Indorerezi zashyizwe muburyo buke-bwihishwa bwihishwa, kandi imikorere yinzibacyuho iteganya ubutaha bwihishe, bigatuma gukora neza.