Key Takeaways
- Ib txoj haujlwm tshiab tuaj yeem ua rau tus neeg hlau ua haujlwm ua khob noom cookie ua haujlwm rau kev ua pizza.
- Cov kws tshawb fawb hais tias txoj hauv kev tuaj yeem yog tus yuam sij rau kev daws teeb meem nyuaj automation.
- Muaj qhov xav tsis thoob ntawm kev ua lej hauv lub khob noom cookie.
Kev qhia neeg hlau los ua pizza zoo yuav yog tus yuam sij rau kev daws teeb meem nyuaj automation.
Cov kws tshawb fawb tau tsim cov txheej txheem kev tswj xyuas neeg hlau uas siv cov txheej txheem kev kawm ob theem los ua kom tus neeg hlau ua haujlwm nyuaj ua khob noom cookie. Cov txheej txheem, cov ncauj lus kom ntxaws hauv daim ntawv tshiab, tso cai rau cov neeg hlau ua tej yam xws li kev txiav thiab kis cov khob noom cookie los yog sib sau cov khob noom cookie los ntawm ib ncig ntawm lub rooj txiav.
"Nws yuav zoo li funny, tab sis kev ua pizza yog qhov txawv tshaj plaw rau cov neeg hlau," AI tus kws tshawb fawb Adrian Zidaritz, uas tsis koom nrog txoj kev tshawb no, hais rau Lifewire hauv kev xam phaj email. "Ib tug neeg hlau saib cov khoom los ntawm lub koob yees duab, yog li nws yuav tsum ua haujlwm nrog 2-seem dluab ntawm cov khoom ntawd thaum sim cobble cov duab no ua ke rau hauv 3-dimensional khoom. Tam sim no ntxiv rau qhov tseeb tias lub khob noom cookie ntawm pizza yog tsis tu ncua. deformed, thiab qhov kev xeem dhau los ua qhov txawv tshaj plaws."
Rau tus neeg hlau, ua haujlwm nrog cov khoom deformable zoo li khob noom cookie yog qhov nyuaj vim tias lub khob noom cookie tuaj yeem hloov tau ntau txoj hauv kev, uas nyuaj rau sawv cev nrog qhov sib npaug. Thiab tsim ib daim ntawv tshiab tawm ntawm lub khob noom cookie yuav tsum muaj ntau cov kauj ruam thiab siv cov cuab yeej sib txawv. Nws yog qhov nyuaj rau tus neeg hlau los kawm txog kev ua haujlwm nrog kev ua haujlwm ntev ntawm cov kauj ruam-qhov twg muaj ntau txoj kev xaiv-vim kev kawm feem ntau tshwm sim los ntawm kev sim thiab yuam kev.
Tam sim no, cov kws tshawb fawb ntawm MIT, Carnegie Mellon University, thiab University of California ntawm San Diego hais tias lawv tau tsim ib txoj hauv kev txhim kho kev qhia neeg hlau los ua pizza. Lawv tau tsim ib lub hauv paus rau kev tswj hwm neeg hlau uas siv cov txheej txheem kev kawm ob theem, uas tuaj yeem ua rau tus neeg hlau ua haujlwm nyuaj ua khob noom cookie-kho cov dej num hauv lub sijhawm ntev.
Txoj kev tshiab suav nrog "tus kws qhia ntawv" algorithm uas daws txhua kauj ruam tus neeg hlau yuav tsum ua kom tiav txoj haujlwm. Tom qab ntawd, nws cob qhia "tus menyuam kawm ntawv" qauv kev kawm tshuab uas kawm paub txog cov tswv yim hais txog thaum twg thiab yuav ua li cas ua txhua yam txuj ci uas nws xav tau thaum kawm, xws li siv tus pin dov. Nrog rau qhov kev paub no, cov txheej txheem yog vim li cas los tswj cov kev txawj ntse kom ua tiav tag nrho cov haujlwm.
"Txoj kev no yog ze dua li peb li tib neeg npaj peb txoj haujlwm," Yunzhu Li, tus kawm tiav ntawm MIT thiab ib tus kws sau ntawv ntawm cov txheej txheem, tau hais hauv xov xwm tshaj tawm txog qhov project. "Thaum tib neeg ua txoj haujlwm ntev ntev, peb tsis tau sau tag nrho cov ntsiab lus. Peb muaj cov phiaj xwm siab dua uas qhia peb tias cov theem twg yog dab tsi thiab qee lub hom phiaj nruab nrab peb xav tau kom ua tiav ntawm txoj kev, thiab ces peb tua lawv."
Pib Pie
Ib qho kev xav tsis thoob ntawm kev ua lej nkag mus rau hauv kev tsim pizza mov paj, Zidaritz tau hais. Lub khob noom cookie tuaj yeem piav qhia siv algebraic lossis parametric nto.
"Tom qab ntawd muaj cov lus nug ntawm kev xaiv cov kev cai uas sawv cev rau cov deformations, feem ntau yog ib qho kev sib npaug sib txawv," nws hais ntxiv. "Txhua yam tuaj yeem nyuaj rau ntawm no vim tias cov kev sib npaug sib txawv no muaj qhov sib txawv ntawm kev ua haujlwm siab. Lub khob noom cookie ntawm pizza tsis tuaj yeem khov rau saum huab cua thaum tus neeg hlau ua haujlwm tawm qhov nws yuav raug deformed rau hauv cov kauj ruam tom ntej."
Yariv Reches, tus tsim ntawm Hyper Food Robotics, uas tsim cov khw muag khoom noj ceev ceev neeg hlau, tau hais hauv kev sib tham hauv email tias kev siv cov pizza ua khob noom cookie yog qhov nyuaj heev. Ua hauj lwm nrog ib tug deformable khoom zoo li khob noom cookie yog complex dua tuav ib tug nruj.
"Cov khoom zoo li qub tau raug tshuaj xyuas thaum kawg ntawm kev ua yeeb yam, thaum nyob rau hauv cov khoom deformable, cov ntsiab lus ib txwm hloov pauv thiab sib xws - qhov kev kawm tom qab ntawd, yog cov txheej txheem annotation yuav tsum hloov kho sai., "nws ntxiv.
Tab sis kev nce qib tsis ntev los no hauv cov neeg hlau tuaj yeem ua rau cov khoom zoo rau cov neeg nyiam pizza, Reches tau hais. Kev tuav zaub mov, sib sau ua ke, ua noj, npaj, thiab ntim khoom feem ntau hloov pauv thaum ua haujlwm los ntawm cov neeg hlau.
"Kev koom ua ke AI rau hauv kev npaj zaub mov txhais tau hais tias txhua yam khoom xyaw zaub mov uas muaj kev hloov pauv ntawm lub xeev, thiab yuav tsum tau ntws los ntawm cov neeg siv khoom siv tshuab, tuaj yeem tswj hwm nrog thev naus laus zis," Reches ntxiv."Piv txwv li, pizza toppings uas xav tau daim ntawv thov, sib kis thiab txawm tias kev kho ntawm yoov tuaj yeem ua haujlwm-lossis txawm tias hamburger patty thiab bun daim ntawv thov thiab sib dhos."
