Modèle mondial ak simulatër yuñ jàng
Modèlu àdduna bi reso neuronal la buy jàng xam naka la environmaa bi di soppeekoo ci diir bu gàtt, loolu mooy tax IA 'xalaatal' njariñu ëllëk bala muy jëfandikoo.
Résumé
Learned simulators take this further, generating interactive, playable environments from data instead of being hand-coded by engineers.
Plongeur bu xóot
Modèle mondial du xam luñu wara def, waaye dafay jàpp anam wi environmaa bi di doxee: buñu sukkandikoo ci anam wi mbir yi di demee leegi ak jëf yiñ nara def, dafay wax luy waaja xew ci seetlu bi ci topp. Këyitu 'World Models' bu 2018 bi Ha ak Schmidhuber bind, dafa kompresse ay kaadar jeu ak autoencoder, modele seen dinaamik ak reso buy baaxoo, ba noppi tàggat benn njiitu daanaka ci biir 'gént' bi ñu jàng. Lignée Dreamer bu DeepMind dafay jàng dinaamiku ak pexe yu nëbbu ci génne ay yoon yuñ xalaat, DreamerV3 mën na liggéey yu bari - ba ci dajale diamand ci Minecraft ci noonu. Bu yàggul dara, Genie Google dafay defar ay àdduna 2D yuñ mëna saytu ci nataal yi ak wideo yi amul etiket, ba noppi GameNGen dafa defar jeu DOOM ci jamono dëgg, jëfandikoo xeetu diffusion kese. Appel bi: agent yi mën nañu jàng wala ñu natt leen ci xalaat yu yomb te gaaw ci barabu risk, realite bu yeex.
Gis-gis xarala
Modèle àdduna yi dañuy faral di kode seetlu yu am dimension yu kawe ci biir stade bu nëbbu bu dëgër, ba noppi jàng ab fonction transition buy wax luy waaja am ci stade bu nëbbu bi ci topp ak neexal ci ab jëf. Waajal dafay jëfandikoo 'rollouts': xalaat jëf yu bari yu toppalante ci kanam ak tànn li gëna baax, wala tàggat politik ci done yuñ xalaat. Versioŋ yi leegi dañuy jëfandikoo transformatër wala diffusion wideo ngir seetlu kadre yi ci saasi, lépp di aju ci jëfi jëfandikukat bi, ñu mëna defar kadre par kadre buy weccoo xalaat.
njeextalu pexe
dogal yu gëna leer
Daf lay jàppale nga tàqale kàddu yu leer ci wàllu xarala ak làkku fësal njaay.
Njëgg ak budget
Mën nga laaj laaj yu gëna baax ci samp gi balaa ngay dugal xaalis wala sa jotu liggéey.
Ekip ak def liggéey
Ekip yi bokk xam-xam ñoo gëna mëna jël yenn dogal ci wàllu produit, politik ak jàng.
Ëlëgu modelu àdduna bi ak simulatër yiñ jàng
Royuwaayi àdduna bi dañu nekk lu am solo ci robotik ak defar ay jeu: dañu dige njàng mu baax ci done, fu jaxasoo dëgg di yomb, ak defar ci saasi, environmaa yuñ mëna fowee. Xaarandi fidélité bu gëna kawe, horizon bu gëna gudd, model wideo yu am jëf, lëkkaloo bu gëna dëgër ak ndawu waajal yi, ak jëfandikoo leen ni 'simulatëri neuronal' ngir tàggat dawal seen bopp ak politik manipulation. Jafe-jafe yi ubbeeku bokkuna ci dëppoo ci diir bu yàgg, moytu physique buy xalaat lu jaarul yoon, ak yokk mémoire bi.
Doxal ci àdduna dëgg
Ha ak Schmidhuber di tàggat ab ndawu kursu oto daanaka lépp ci biir gént bimu jàngee ci environmaa bi
DreamerV3 bu DeepMind dafay dajale ay diamand ci Minecraft ci noonu, di waajal ci xalaat
AIU_AAR_11_ Genie defar àdduna platformer 2D yuñ mëna jouer ci benn nataal
GameNGen dafay doxal benn xeetu DOOM buñu mëna jouer ci jamono dëgg, ak ay kadre yuñ defaree ci xeetu diffusion
Risk yi ak balustrade yi
Ekip yu bari mën nañu jëfandikoo benn baat ci anam wu wuute, kon teela leeral yaatuwaayam.
Benchmark yi mën nañu nuru lu am doole waaye performance yi ci àdduna bi duñu tolloo.
Bëgg kalite done ak palaŋu jàngat dafay faral di jur njariñ yu yomba dagg.
Roadmap ngir samp gi
Tàmbaleel ci joxe leeral ci làkk wu leer ci njariñ li nga soxla.
Tannal benn metric bu baax ak benn anam bu baaxul balaa ngay saytu.
Doxal ab pilote bu ndaw ak ay done yu representatif, du ab demo bu leer.
Dokument fu Modèle Mondial yi ak Simulatëri Learned yi di jàppale ak fi pexe yu gëna yomba gëna baax.
Weyal di banneexu
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Gis bi ci topp
NVIDIA Cosmos Modèle Fondation Mondial
Laaj yi ñuy faral di laaj
What is World Models and Learned Simulators?
Modèlu àdduna bi reso neuronal la buy jàng xam naka la environmaa bi di soppeekoo ci diir bu gàtt, loolu mooy tax IA 'xalaatal' njariñu ëllëk bala muy jëfandikoo. Simulatër yiñ jàng ñoo gëna dem, ñuy defar ay environmaa yuy weccoo xalaat, yuñ mëna jouer ci ay done, duñu ko ingénieur yi kode ci loxo.
Lan mooy liggéeyu modelu àdduna bi?
Benn xeetu àdduna dafay jàng dinaamiku environmaa bi: ci nekkin bu am leegi ak jëf, dafay wax luy waaja am ci seetlu bi ci topp (ak neexal bu bari), loolu mooy tax ñu mëna xalaat.
Ci këyitu 'Modèle mondial' bu 2018 bi Ha ak Schmidhuber bind, fan lañu gëna tàggat kilifa gi?
Agent bi jàng na def lu ëpp ci dinaamiku nëbbu bimu jàng ('gént'), ginaaw ga mu toxal ko ci environmaa bi dëgg.
Lan la DreamerV3 bu DeepMind def?
DreamerV3 jàng dinaamiku nëbbu ba noppi jëfandikoo ay rollout yuñ xalaat ngir mëna liggéey yu bari, lu ci melni am diamand ci Minecraft te amul ay done yu nit wala ay njàngale.
What does Google's Genie do?
Genie environmaa biy weccoo xalaat la, di jàngee ci wideo yu amul etiket ngir sos àdduna 2D yuñ mëna doxal ci jëf.
Ak naka la xeetu àdduna yu bari mëna tëye jafe-jafe wax luy am ci ay dugal yu am dimension yu kawe yu melni nataal?
Seetlu yi dañu leen kode ci anam wu nëbbu bu am dimension bu woyof, ba noppi fonction transition bi dafay wax luy waaja am ci anam wu nëbbu wi ci topp, suko defee rollout yi gëna am njariñ.