Ụdị Ụwa na Simulators Amụtara
Ihe nlere ụwa bụ netwọkụ akwara na-amụta ịkọ ka gburugburu ebe obibi si agbanwe ka oge na-aga, na-ahapụ AI 'chee' ihe ga-arụpụta n'ọdịnihu tupu ya emee ihe.
Nchịkọta
Learned simulators take this further, generating interactive, playable environments from data instead of being hand-coded by engineers.
Ime miri emi
Kama iburu ihe a ga-eme n'isi, ihe nlereanya ụwa na-ejide ike nke gburugburu ebe obibi: nyere ọnọdụ dị ugbu a na ihe a tụrụ anya ya, ọ na-ebu amụma nleba anya na-esote. Akwụkwọ akụkọ 2018 'World Models' nke Ha na Schmidhuber chịkọtara okpokolo agba egwuregwu na autoencoder, jiri netwọk na-emeghachi omume na-arụ ọrụ ha, ma zụọ onye njikwa ihe fọrọ nke nta ka ọ bụrụ kpamkpam n'ime 'nrọ' a mụtara. Ahịrị Dreamer nke DeepMind na-amụta ike na atụmatụ latent site n'iwepụta echiche a na-eche n'echiche, yana DreamerV3 nwetara ọrụ dị iche iche - ọbụlagodi na-anakọta diamond na Minecraft site na ọkọ. N'oge na-adịbeghị anya, Google's Genie na-ewepụta ụwa 2D nwere ike ịchịkwa site na onyonyo yana vidiyo enweghị akara, GameNGen megharịrị egwuregwu DOOM ozugbo na-eji naanị ụdị mgbasa ozi. Mkpesa: ndị nnọchi anya nwere ike ịmụta ma ọ bụ nwalee na ọnụ ala, echiche ngwa ngwa kama ịdị ize ndụ, eziokwu nwayọ.
Nghọta nka nka
Ụdị ụwa na-edobe nleba anya dị elu ka ọ bụrụ kọmpat kọmpat, wee mụta ọrụ mgbanwe na-ebu amụma ọnọdụ nzuzo na-esote yana ụgwọ ọrụ site na omume. Atụmatụ na-eji 'rollouts': na-echepụta ọtụtụ usoro omume na-aga n'ihu na ịhọrọ nke kacha mma, ma ọ bụ zụọ amụma maka data echepụtara. Ụdị ọgbara ọhụrụ na-eji ihe ngbanwe ma ọ bụ mgbasa ozi vidiyo na-ebu amụma gbasara okpokolo agba ozugbo, dabere na omume onye ọrụ, na-enweta ọgbọ na-emekọrịta ihe.
Mmetụta atụmatụ
Mkpebi doro anya
Ọ na-enyere gị aka ikewapụta nkwupụta ọrụ aka doro anya na asụsụ ahịa.
Ọnụ ego na mmefu ego
Ị nwere ike ịjụ ajụjụ mmejuputa iwu ka mma tupu itinye ego ma ọ bụ oge.
Team na usoro ọrụ
Ndị otu nwere nghọta na-eme ka ngwaahịa, amụma na mkpebi mmụta ka mma.
Ọdịnihu nke Ụdị Ụwa yana Simulators Amụtara
Ụdị ụwa na-aghọ ihe dị mkpa na robotics na ọgbọ egwuregwu: ha na-ekwe nkwa mmụta data na-arụ ọrụ nke ọma ebe ezigbo mmekọrịta dị ọnụ ahịa, yana na-efe efe, gburugburu ebe a na-egwu egwu. Na-atụ anya ikwesị ntụkwasị obi dị elu, ogologo ogologo oge, ụdị vidiyo nwere ntụzịaka arụ ọrụ, njikọta siri ike na ndị ọrụ nhazi, wee jiri dị ka 'simulators akwara' maka ọzụzụ atumatu ịkwọ ụgbọ ala na aghụghọ. Ihe ịma aka mepere emepe gụnyere nkwụsi ike ogologo oge, na-ezere physics a na-ahụ anya, na ebe nchekwa na-akpachapụ anya.
Mmejuputa n'ezie n'ụwa
Ha na Schmidhuber na-azụ ndị ọrụ ịgba ọsọ ụgbọ ala fọrọ nke nta ka ọ bụrụ kpamkpam n'ime nrọ ọ mụtara banyere gburugburu ebe obibi
DeepMind's DreamerV3 na-anakọta ola diamond na Minecraft site na ọkọ site na ime atụmatụ n'echiche
Google's Genie na-emepụta ụwa 2D nwere ike igwu egwu site na otu onyonyo ozugbo.
GameNGen na-agba ụdị DOOM nwere ike ịkpọ ozugbo, yana okpokolo agba nke ụdị mgbasa ozi mepụtara
Ihe ize ndụ & okporo ụzọ nche
Otu dị iche iche nwere ike iji otu okwu ahụ mee ihe n'ụzọ dị iche, yabụ kọwapụta oge n'oge.
Ihe nrịbama nwere ike ịdị ike ebe arụmọrụ ụwa na-adaghị adaba.
Ileghara ogo data na atụmatụ nyocha anya na-emepụtakarị nsonaazụ na-adịghị mma.
Map mmejuputa
Malite na nkọwa asụsụ dị larịị nke nsonaazụ ịchọrọ.
Họrọ otu metrik ịga nke ọma na otu ọnọdụ ọdịda tupu nnwale.
Gbaa obere onye na-anya ụgbọ elu nwere data nnọchite anya, ọ bụghị ihe ngosi ngosi na-egbu maramara.
Detuo ebe ụdị ụwa na ndị simulators mụtara na-enyere aka yana ebe ụzọ dị mfe ka mma.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
NVIDIA Cosmos World Foundation Models
Ajụjụ a na-ajụkarị
What is World Models and Learned Simulators?
Ihe nlere ụwa bụ netwọkụ akwara na-amụta ịkọ ka gburugburu ebe obibi si agbanwe ka oge na-aga, na-ahapụ AI 'chee' ihe ga-arụpụta n'ọdịnihu tupu ya emee ihe. Ndị simulators amụtara na-ebuga nke a n'ihu, na-emepụta gburugburu mmekọrịta, enwere ike ịmegharị site na data kama ịbụ ndị injinia ji aka ha denye ya.
Gịnị bụ isi ọrụ nke ihe nlereanya ụwa?
Ihe nlereanya ụwa na-amụta mgbanwe gburugburu ebe obibi: site na ọnọdụ dị ugbu a yana omume ọ na-ebu amụma nleba anya na-esote (ma na-enyekarị ụgwọ ọrụ), na-eme ka ọ pụta ìhè.
N'akwụkwọ 'World Models' nke 2018 nke Ha na Schmidhuber dere, kedu ebe a zụrụ onye njikwa ahụ nke ukwuu?
Onye nnọchi anya ahụ mụtara ime ihe fọrọ nke nta ka ọ bụrụ n'ime ihe omimi latent amụtara ('nrọ'), wee bufee ya na gburugburu ebe obibi.
Kedu ihe ama ama nke DeepMind's DreamerV3 rụpụtara?
DreamerV3 mụtara ike ike latent wee jiri ntụgharị echiche iji mara ọtụtụ ọrụ, gụnyere ịnweta diamond na Minecraft na-enweghị data mmadụ ma ọ bụ usoro ọmụmụ.
Kedu ihe Google's Genie na-eme?
Genie bụ mpaghara mmekọrịta nke na-amụta site na vidiyo enweghị akara iji mepụta ụwa 2D na-achịkwa omume.
Kedu ka ọtụtụ ụdị ụwa si edebe nsogbu amụma traktị maka ntinye akụkụ dị elu dị ka onyonyo?
A na-edoba nleba anya n'ime ọnọdụ nzuzo dị ala, yana ọrụ mgbanwe na-ebu amụma ọnọdụ nzuzo na-esote, na-eme ka mpịakọta rụọ ọrụ nke ọma.