{"id":40154,"date":"2020-01-31T20:49:33","date_gmt":"2020-01-31T17:49:33","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya"},"modified":"2020-01-31T20:49:33","modified_gmt":"2020-01-31T17:49:33","slug":"intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya","title":{"rendered":"Intellekt \u2014 objekti v\u00f5ime kohandada oma k\u00e4itumist \u00fcmbritseva keskkonna j\u00e4rgi, et tagada oma s\u00e4ilimine (elluj\u00e4\u00e4mine).","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h4>Kokkuv\u00f5te<\/h4>\n<p>\nKogu maailm r\u00e4\u00e4gib tehisintellektist, kuid siinkohal \u2013 vastupidiselt! \u2013 ei ole siiani olemas selget, \u00fcldiselt m\u00f5istetavat, loogiliselt struktureeritud ja s\u00fcgavat m\u00e4\u00e4ratlust \u201eintellektist\u201d (isegi mitte tehisest). Miks mitte v\u00f5tta julgust ja p\u00fc\u00fcda leida ja pakkuda sellist m\u00e4\u00e4ratlust? M\u00e4\u00e4ratlus on ju see aluskivi, millele k\u00f5ik muu rajatakse, eks? Kuidas me saame luua tehisintellekti, kui k\u00f5ik n\u00e4evad erinevalt seda, mis peaks olema selle alus? Liigume edasi\u2026<\/p>\n<p>M\u00e4rks\u00f5nad: intellekt, v\u00f5ime, omadus, objekt, kohanemine, k\u00e4itumine, keskkond, s\u00e4ilitamine, elluj\u00e4\u00e4mine.<\/p>\n<p>Juurdep\u00e4\u00e4suks olemasolevatele intellekti m\u00e4\u00e4ratlustele on kasutatud artiklit \u201eA Collection of Definitions of Intelligence\u201d (S. Legg, M. Hutter. A Collection of Definitions of Intelligence (2007), <noindex><a rel=\"nofollow\" href=\"http:\/\/arxiv.org\/abs\/0706.3639\">arxiv.org\/abs\/0706.3639<\/a><\/noindex>), mille tsitaadid on esitatud koos kommentaaridega (<i>kursiiv<\/i>).<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h4>Sissejuhatus<\/h4>\n<p>\nSee artikkel (A Collection of\u2026) annab \u00fclevaate suurest hulgast (\u00fcle 70!) mitteformaalsest definitsioonist m\u00f5iste \"intellekt\", mille autorid on kogunud aastate jooksul. Loomulikult oleks t\u00e4ieliku nimekirja koostamine v\u00f5imatu, kuna paljud intellekti t\u00f5lgendused on s\u00fcgaval varjatud artiklites ja raamatutes. Siiski on siin esitatud definitsioonid suurim kogu, millele on lisatud \u00fcksikasjalikud viidatud\u2026<\/p>\n<p>Hoolimata pikaajalistest uuringutest ja aruteludest ei ole siiani olemas \u00fchtset intellekti definitsiooni. M\u00f5ned arvavad, et intellekti saab m\u00e4\u00e4ratleda ainult umbkaudselt, mitte t\u00e4ielikult. Peame sellist pessimismi taset liiga tugevaks. Kuigi ei ole \u00fchte kindlat definitsiooni, siis paljude pakutud m\u00e4\u00e4ratlemiste vaatamisel muutub kiiresti ilmseks, et paljude definitsioonide vahel on tugev sarnasus.<\/p>\n<h4>Intellekti m\u00e4\u00e4ratlemine<\/p>\n<p>\u00dcldallikate m\u00e4\u00e4ratlemised (s\u00f5naraamatud, ents\u00fcklopeediad jne)<\/h4>\n<p>\n<i>(antud on 3 parimat m\u00e4\u00e4ratlust intelligentsist 18-st, mis on toodud artikli originaalosas. Valik tehti kriteeriumi j\u00e4rgi \u2014 omaduste, v\u00f5imete, tunnuste ja muude aspektide katvate omaduste laius ja s\u00fcgavus.)<\/i>.<\/p>\n<ul>\n<li>\u0421\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043a \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u0435, \u043b\u0438\u0431\u043e \u043f\u0443\u0442\u0435\u043c \u0432\u043d\u0435\u0441\u0435\u043d\u0438\u044f \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0432 \u0441\u0430\u043c\u043e\u0433\u043e \u0441\u0435\u0431\u044f, \u043b\u0438\u0431\u043e \u043f\u0443\u0442\u0435\u043c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0441\u0440\u0435\u0434\u044b, \u043b\u0438\u0431\u043e \u043f\u043e\u0438\u0441\u043a\u043e\u043c \u043d\u043e\u0432\u043e\u0439&#8230;<\/li>\n<li>Intelligents ei ole \u00fcks vaimne protsess, vaid pigem paljude vaimsete protsesside kombinatsioon, mis on suunatud t\u00f5husale kohandumisele \u00fcmbritseva keskkonnaga.<\/li>\n<\/ul>\n<p>\n<i>Kohanemine on mitmete t\u00e4psustamata omaduste v\u00e4ljendumise tulemus, mis koos moodustavad intelligentsi. Oluline on, et \u00fcmbritsev keskkond on mainitud \u2014 olemasolev v\u00f5i isegi uus.<\/i><\/p>\n<ul>\n<li>V\u00f5ime \u00f5ppida ja m\u00f5ista v\u00f5i toime tulla uute v\u00f5i keeruliste olukordadega;<\/li>\n<li>M\u00f5istuse oskuslik kasutamine;<\/li>\n<li>V\u00f5ime rakendada teadmisi keskkonna m\u00f5jutamiseks v\u00f5i v\u00f5ime m\u00f5elda abstraktselt, nagu seda oskust m\u00f5\u00f5detakse objektiivsete kriteeriumide abil (katsetamisel).<\/li>\n<\/ul>\n<p>\n<i>Oluline on, et \u00fcmbritsev keskkond on mainitud! Puudused:<\/p>\n<ul>\n<li>Ameti\u00fchingu \u201ev\u00f5i\u201c kaudu on seotud erinevad kategooriad: \u201e \u00f5ppimisv\u00f5ime\u201c ja \u201euute olukordadega toimetulemine\u201c.<\/li>\n<li>Kuid \u201emeele oskuslik kasutamine\u201c ei sobi m\u00e4\u00e4ratlemiseks.<\/li>\n<\/ul>\n<p><\/i><\/p>\n<ul>\n<li>Inimesed erinevad \u00fcksteisest oma v\u00f5imetes m\u00f5ista keerulisi ideid, keskkonnaga kohanemise t\u00f5hususes, oma kogemustest \u00f5ppimises, erinevates m\u00f5ttevormides osalemises ning takistuste \u00fcletamises m\u00f5tlemise abil.<\/li>\n<\/ul>\n<p>\n<i>Noh, v\u00e4hemalt on mainitud inimesi, s.t. inimest, kellel on v\u00f5imed! Mainitud on kohanemise t\u00f5husust \u2014 see on oluline, kuid kohandumine ise ei ole loendis! Takistuste \u00fcletamine on tegelikult probleemide lahendamine.<\/i><\/p>\n<h4>Ps\u00fchholoogide antud kirjeldused (toodud on 3 parimat 35 definitsioonist)<\/h4>\n<p><\/p>\n<ul>\n<li>Ma eelistan nimetada intelligentsi \u00abedu intelligentsiks\u00bb. P\u00f5hjus on selles, et r\u00f5hk on asetatud intelligentsi kasutamisele elus edu saavutamiseks. Seet\u00f5ttu m\u00e4\u00e4ratlen ma intelligentsi oskuseks saavutada seda, mida soovitakse elus, sotsiaal-kultuurilises kontekstis, mis t\u00e4hendab, et inimestel on erinevad eesm\u00e4rgid: kellelegi on see v\u00e4ga heade hindete saamine koolis ja edukas eksamite sooritamine, kellegi jaoks v\u00f5ib-olla saada v\u00e4ga heaks korvpalluriks, n\u00e4itlejaks v\u00f5i muusikuks.<\/li>\n<\/ul>\n<p>\n<i>\u0426\u0435\u043b\u044c \u0432 \u044f\u0432\u043d\u043e\u043c \u0432\u0438\u0434\u0435 \u2014 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0435 \u0443\u0441\u043f\u0435\u0445\u0430 \u0432 \u0436\u0438\u0437\u043d\u0438, \u043d\u043e \u043d\u0430 \u044d\u0442\u043e\u043c \u0438 \u0432\u0441\u0451&#8230;<\/i><\/p>\n<p>\u00dcldiselt on intelligents seal, kus \u00fcksikloom v\u00f5i inimene tajub, isegi h\u00e4guselt, oma k\u00e4itumise asjakohasust seoses eesm\u00e4rgiga. Paljusid m\u00e4\u00e4ratlusi, mille on esitanud ps\u00fchholoogid, et kirjeldada seda, mis on m\u00e4\u00e4ratlematu, on enam-v\u00e4hem vastuv\u00f5etavad:<\/p>\n<ol>\n<li>v\u00f5ime reageerida uutele olukordadele v\u00f5i \u00f5ppida seda tegema uute kohanduvate reaktsioonide kaudu ning<\/li>\n<li>v\u00f5ime testide tegemiseks v\u00f5i \u00fclesannete lahendamiseks, sealhulgas seoste m\u00f5istmine, samas kui intelligentsuse tase on proportsionaalne keerukuse v\u00f5i abstraktsuse tasemega v\u00f5i nende kahega koos.<\/li>\n<\/ol>\n<p>\n<i>\u0422\u0430\u043a, \u043f\u043e\u044f\u0432\u0438\u043b\u0430\u0441\u044c \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u044f: \u00ab\u0421 \u0441\u0430\u043c\u043e\u0439 \u043e\u0431\u0449\u0435\u0439 \u0442\u043e\u0447\u043a\u0438 \u0437\u0440\u0435\u043d\u0438\u044f&#8230;\u00bb, \u044d\u0442\u043e \u0443\u0436\u0435 \u0445\u043e\u0440\u043e\u0448\u043e. \u041d\u043e \u043d\u0430 \u044d\u0442\u043e\u043c \u0432\u0441\u0451 \u0445\u043e\u0440\u043e\u0448\u0435\u0435 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f\u2026<\/p>\n<ol>\n<li>Tautoloogia: reageerida\u2026 uute kohanemisv\u00f5imeliste reaktsioonide abil. Pole vahet - vanade v\u00f5i uute reaktsioonide kaudu, peamine on reageerida!<\/li>\n<li>N\u00fc\u00fcd testidest\u2026 Seoste m\u00f5istmine pole halb, kuid kaugeltki mitte piisav!<\/li>\n<\/ol>\n<p><\/i><\/p>\n<ul>\n<li>Intelligentsus ei ole \u00fcksnes \u00fcks v\u00f5ime, vaid kompleks, mis koosneb mitmest funktsioonist. See t\u00e4histab v\u00f5imete kombinatsiooni, mis on vajalik elluj\u00e4\u00e4miseks ja arenguks teatud kultuuri raames.<\/li>\n<\/ul>\n<p>\n<i>\u041e, \u043d\u0430\u043a\u043e\u043d\u0435\u0446-\u0442\u043e \u0443\u043a\u0430\u0437\u0430\u043d\u043e \u0432\u044b\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430! \u041d\u043e \u0437\u0430\u0442\u043e \u043f\u043e\u0442\u0435\u0440\u044f\u043d\u043e \u0432\u0441\u0451 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u043e\u0435&#8230;<\/i><\/p>\n<h4>Kirjeldused, mida on andnud tehisintellekti uurijad (3 parimat 18 seast)<\/h4>\n<p><\/p>\n<ul>\n<li>Intellektuaalne agent tegutseb vastavalt oma oludele ja eesm\u00e4rkidele; ta on paindlik muutuvate tingimuste ja eesm\u00e4rkide suhtes, \u00f5pib oma kogemusest ning teeb vastava valiku, mis on tingitud tajumise piirangutest ja t\u00f6\u00f6tlemise v\u00f5imalustest.<\/li>\n<\/ul>\n<p>\n<i>V\u00f5ib-olla parim (k\u00f5ikide siin esitatud seas) intelligentsuse m\u00e4\u00e4ratlemine.<br \/>\nEesm\u00e4rk on m\u00e4\u00e4ratletud, t\u00f5si k\u00fcll, aga mitte spetsiifitseeritud.<\/p>\n<p>Kohanduvus \u2014 nii tingimustes kui ka eesm\u00e4rkides. Viimane t\u00e4hendavad, et ei ole m\u00f5istet peamisest eesm\u00e4rgist!<\/p>\n<p>\u00d5ppimine \u2014 keskkonna omaduste tuvastamine (t\u00f5si, selgelt pole v\u00e4lja toodud), meeldej\u00e4tmine, kasutamine.<br \/>\nValik \u2014 t\u00e4hendab, et on m\u00f5istetavad kriteeriumid.<\/p>\n<p>Piirangud \u2014 tajumise ja m\u00f5ju poolest.<\/i><\/p>\n<ul>\n<li>\u201eOmandus \u00f5ppida on vajalikud, valdkonnast s\u00f5ltumatud oskused, mis on vajalikud laia valiku ainealaste teadmiste omandamiseks. Selle saavutamiseks, mida nimetatakse \u201e\u00dcldiseks AI-ks\u201c, on vaja k\u00f5rgelt kohandatavat, universaalset s\u00fcsteemi, mis suudab iseseisvalt omandada \u00e4\u00e4rmiselt laia valiku spetsiifilisi teadmisi ja oskusi ning suudab oma kognitiivseid v\u00f5imekusi t\u00e4iustada eneset\u00e4iendamise kaudu.\u201c<\/li>\n<\/ul>\n<p>\n<i>\u041f\u043e\u0445\u043e\u0436\u0435, \u0437\u0434\u0435\u0441\u044c \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0447\u0435\u043c\u0443-\u043b\u0438\u0431\u043e \u043d\u0430\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u2014 \u043a\u043e\u043d\u0435\u0447\u043d\u0430\u044f \u0446\u0435\u043b\u044c\u2026 \u0418 \u0438\u0437 \u043d\u0435\u0435 \u0432\u044b\u0442\u0435\u043a\u0430\u044e\u0442 \u0441\u0432\u043e\u0439\u0441\u0442\u0432\u0430 \u041e\u0431\u0449\u0435\u0433\u043e \u0418\u0418 \u2014 \u0432\u044b\u0441\u043e\u043a\u0430\u044f \u0430\u0434\u0430\u043f\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c, \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c&#8230;<\/i><\/p>\n<ul>\n<li>Intelligentsete s\u00fcsteemide peab t\u00f6\u00f6tama ja toimuma h\u00e4sti paljusid erinevaid keskkondi. Nende intelligentsus v\u00f5imaldab neil maksimeerida eduv\u00f5imaluste t\u00f5en\u00e4osust, isegi kui olukord pole t\u00e4ielikult tuntud. Intelligentsete s\u00fcsteemide toimimist ei saa k\u00e4sitleda eraldi keskkonnast, konkreetsest olukorrast ega eesm\u00e4rgist.<\/li>\n<\/ul>\n<p>\n<i>Mis on \u201eh\u00e4sti t\u00f6\u00f6tamine\u201d? Milles seisneb edu?<\/i><\/p>\n<h4>V\u00f5ime kokkuv\u00f5tlik kirjeldamine<\/h4>\n<p>\nKui v\u00f5tta arvesse sageli esinevaid funktsioone (omadusi, iseloomu jms) esitatud m\u00e4\u00e4ratlustest, saame j\u00e4reldada, et intelligentsus:<\/p>\n<ul>\n<li>See on omadus, mis on individuaalsel agentil tema suhtlemisel \u00fcmbritseva keskkonna\/s\u00fcmptomitega.<\/li>\n<li>See omadus viitab agendi v\u00f5imele saavutada edu v\u00f5i kasu teatud eesm\u00e4rgi v\u00f5i \u00fclesande suhtes.<\/li>\n<li>See omadus s\u00f5ltub sellest, kui h\u00e4sti agent suudab ja peab kohanduma erinevate eesm\u00e4rkide ja keskkondadega.<\/li>\n<\/ul>\n<p>\nNende v\u00f5tmeatribuutide \u00fchendamine annab meile mittet\u00e4pse m\u00e4\u00e4ratlemise: intelligentsust m\u00f5\u00f5detakse agendi v\u00f5imega saavutada eesm\u00e4rke laias tingimuste ulatuses.<\/p>\n<p><i><b>Aga oota, meil on vaja vastust k\u00fcsimusele: mis on intelligentsus, mitte kuidas (v\u00f5i millega) seda m\u00f5\u00f5detakse (hinnatakse)<\/b>! Artikli autorite \u00f5igustamiseks v\u00f5ib \u00f6elda, et need m\u00e4\u00e4ratlemised on peaaegu k\u00fcmne kolme aasta vanused ja v\u00f5iks eeldada, et viimase aastak\u00fcmne jooksul on midagi muutunud \u2013 IT valdkond areneb tohutu kiirusel... Allpool on n\u00e4ide 2012. aasta artiklist (M.Hutter, \u00dcks k\u00fcmnend universaalsest tehisintellektist, <noindex><a rel=\"nofollow\" href=\"http:\/\/www.hutter1.net\/publ\/uaigentle.pdf\">www.hutter1.net\/publ\/uaigentle.pdf<\/a><\/noindex>) kus intelligentsuse m\u00e4\u00e4ratlemises ei ole praktiliselt midagi muutunud<\/i>:<\/p>\n<p>Argumenteerimine, loovus, assotsiatsioon, \u00fcldistamine, mustrite \u00e4ratundmine, probleemide lahendamine, m\u00e4letamine, planeerimine, eesm\u00e4rkide saavutamine, \u00f5ppimine, optimeerimine, eneses\u00e4ilitamine, n\u00e4gemine, keele t\u00f6\u00f6tlemine, klassifitseerimine, induktsioon ja deduktsioon, teadmiste omandamine ja t\u00f6\u00f6tlemine... Intelligentsuse t\u00e4pse m\u00e4\u00e4ratlemine, mis h\u00f5lmab igat selle aspekti, tundub olevat keeruline.<\/p>\n<p><i>J\u00e4llegi samad probleemid (isegi \u2014 veel rohkem) m\u00e4\u00e4ratlemises nagu 8 aastat tagasi: intelligentsuse avaldumine on esitatud struktureerimata omaduste nimekirjana!<br \/>\n<\/i><br \/>\nIntelligentsuse m\u00e4\u00e4ratlemine Vikipeedias (ligip\u00e4\u00e4s 22. mai 2016):<br \/>\n\u201eIntellekt (ladina keelest intellectus \u2014 tunne, tajumine, arusaamine, m\u00f5istmine, m\u00f5isted, m\u00f5istus) on ps\u00fc\u00fchika kvaliteet, mis koosneb v\u00f5imest kohaneda uute olukordadega, \u00f5ppida kogemuse p\u00f5hjal, m\u00f5ista ja rakendada abstraktseid kontsepte ning kasutada oma teadmisi \u00fcmbritseva keskkonna juhtimiseks. \u00dcldine v\u00f5ime tunnetada ja lahendada raskusi, mis \u00fchendab k\u00f5iki inimese kognitiivseid v\u00f5imeid: tunne, tajumine, m\u00e4lu, kujutlus, m\u00f5tlemine, kujutlusv\u00f5ime.\u201d<\/p>\n<p>Sama Vikipeedia, kuid juba v\u00e4rskemas redaktsioonis 24. jaanuaril 2020: <br \/>\n\u00abIntellekt (ladina keeles intellectus \u201etunne\u201c, \u201em\u00f5istmine\u201c, \u201earusaamine\u201c, \u201em\u00f5isted\u201c, \u201earutus\u201c) v\u00f5i meel on vaimse tegevuse kvaliteet, mis seisneb v\u00f5imes kohaneda uute olukordadega, \u00f5ppimise ja kogemuste p\u00f5hjal m\u00e4letamise oskustes, abstraktsete kontseptsioonide m\u00f5istmises ja rakendamises ning oma teadmiste kasutamises \u00fcmbritseva keskkonna juhtimiseks. \u00dcldine tunnetamisv\u00f5ime ja probleemide lahendamise oskus, mis \u00fchendab kognitiivseid v\u00f5imeid: aisting, tajumine, m\u00e4lu, kujutlus, m\u00f5tlemine, kujutlusv\u00f5ime, samuti t\u00e4helepanu, tahe ja refleksioon.\u00bb<\/p>\n<p>\u041f\u0440\u043e\u0448\u043b\u043e \u0441\u0442\u043e\u043b\u044c\u043a\u043e \u043b\u0435\u0442, \u043d\u043e \u043c\u044b \u0432\u0438\u0434\u0438\u043c \u0432\u0441\u0435 \u0442\u043e \u0436\u0435 \u2014 \u043d\u0430\u0431\u043e\u0440 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a \u0431\u0435\u0437 \u043a\u0430\u043a\u043e\u0439-\u043b\u0438\u0431\u043e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b\u2026 \u0418 \u0441 \u0443\u043a\u0430\u0437\u0430\u043d\u0438\u0435\u043c \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u2014 \u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044f \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0441\u0430\u043c\u043e\u043c \u043a\u043e\u043d\u0446\u0435 \u0442\u0435\u043a\u0441\u0442\u0430. \u0422. \u0435. \u043f\u0440\u043e\u0434\u0435\u043b\u0430\u0442\u044c \u0437\u0430\u043c\u0435\u043d\u0443: \u00ab\u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0442\u043d\u044b\u0439 \u041e\u0431\u044a\u0435\u043a\u0442 \u0441 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c &#8212;&gt; \u0427\u0435\u043b\u043e\u0432\u0435\u043a \u0441 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c\u00bb \u0441 \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u0432 \u044d\u0442\u043e\u043c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0438: \u201e\u0427\u0442\u043e \u043d\u0443\u0436\u043d\u043e \u0427\u0435\u043b\u043e\u0432\u0435\u043a\u0443, \u0447\u0442\u043e\u0431\u044b \u0441\u0442\u0430\u0442\u044c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u043c?\u201c, \u043d\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u043c. \u0418\u043b\u0438 \u0436\u0435 \u044d\u0442\u0430 \u0437\u0430\u043c\u0435\u043d\u0430 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u0431\u0430\u043d\u0430\u043b\u044c\u043d\u044b\u043c \u043f\u043e\u0436\u0435\u043b\u0430\u043d\u0438\u044f\u043c: \u0427\u0435\u043b\u043e\u0432\u0435\u043a\u0443, \u0447\u0442\u043e\u0431\u044b \u0441\u0442\u0430\u0442\u044c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u043c, \u043d\u0443\u0436\u043d\u043e \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0441\u0442\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043a \u043d\u043e\u0432\u044b\u043c \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u044f\u043c, \u043a \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043e\u043f\u044b\u0442\u0430, \u043a \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044e \u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044e \u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0442\u043d\u044b\u0445 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0439 \u0438 \u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044e \u0441\u0432\u043e\u0438\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 \u0434\u043b\u044f \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u043e\u0439 \u0438 \u0442. \u0434. \u041a\u043e\u0440\u043e\u0447\u0435, \u0432\u043e\u0442 \u0442\u0430\u043a \u043c\u043e\u0436\u043d\u043e \u0441\u0442\u0430\u0442\u044c \u0443\u043c\u043d\u044b\u043c, \u0430 \u043d\u0435 \u043e\u0441\u0442\u0430\u0442\u044c\u0441\u044f \u0433\u043b\u0443\u043f\u044b\u043c\u2026<\/p>\n<p><b>Nii et selle alusel pakutakse j\u00e4rgmine definitsioon, mis on seotud Objektiga, kuna intellekt ei saa \u201e\u00f5hus rippuda\u201c, see peab olema kellegi omadus. Sama kehtib ka k\u00e4itumise kohta, mis v\u00f5ib olla ainult kellegi v\u00f5i millegi omane:<\/b><\/p>\n<p><b>Objekti intellekt on omaduste kogum, mida kasutatakse:<br \/>\n(1) Keskkonna ja\/v\u00f5i k\u00e4itumise seaduste tuvastamine, formaliseerimine ja meeldej\u00e4tmine (mudeli kujul):<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.1) \u00dcmbrikus, ja<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.2) Objekti sise\u00f5hkes.<br \/>\n(2) Eelnevate seisundite ja\/v\u00f5i k\u00e4itumisv\u00f5imaluste modelleerimine:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.1) \u00dcmbrikus, ja<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.2) Objekti sise\u00f5hkes.<br \/>\n(3) Objekti seisundi ja\/v\u00f5i k\u00e4itumise rakendamise kirjeldamine, kohandatud:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.1) \u00dcmbrikus, ja<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.2) Objekti sise\u00f5hkes<br \/>\nmaksimeerides Objekti K\u00e4itumise\/K\u00e4itumise kulude suhet<br \/>\nja Objekti eesm\u00e4rgil (olemine, eksisteerimine, p\u00fcsimine) s\u00e4ilitada Objekti esinemist \u00dcmbrikus.<br \/>\n\u0441\u0440\u0435\u0434\u0435.<\/b><\/p>\n<p>Nii see diagrammil v\u00e4lja n\u00e4eb:<\/p>\n<p><img decoding=\"async\" alt=\"Intellekt \u2014 objekti v\u00f5ime kohandada oma k\u00e4itumist \u00fcmbritseva keskkonna j\u00e4rgi, et tagada oma s\u00e4ilimine (elluj\u00e4\u00e4mine).\" src=\"\/wp-content\/uploads\/2020\/01\/129374b299b164f44092cecb0111e81a.jpeg\" style=\"display:block;margin: 0 auto;\" \/>\u00bb<\/p>\n<p>N\u00fc\u00fcd m\u00e4\u00e4ratlemise rakendamisest\u2026 T\u00f5de on nagu \u00f6eldakse, alati konkreetne. Seega, et kontrollida m\u00e4\u00e4ratlemise loogikat, tuleks asendada Objekt millegi laialdaselt tuntud ja arusaadava konkreetse s\u00fcsteemiga, n\u00e4iteks\u2026 Auto. Nii et\u2026<\/p>\n<p>Intelligentsiga Auto on Auto koos v\u00f5imekuste kogumiga, mida kasutatakse:<br \/>\n(1) Keskkonna ja\/v\u00f5i k\u00e4itumise seaduste tuvastamine, formaliseerimine ja meeldej\u00e4tmine (mudeli kujul):<br \/>\n (1.1) Teeoludes, ja<br \/>\n (1.2) Auto sise\u00f5hkes.<br \/>\n(2) Eelnevate seisundite ja\/v\u00f5i k\u00e4itumisv\u00f5imaluste modelleerimine:<br \/>\n (2.1) Teeoludes, ja<br \/>\n (2.2) Auto sise\u00f5hkes.<br \/>\n(3) Automaudi seisundi ja\/v\u00f5i k\u00e4itumise kirjeldus, mis on kohandatud:<br \/>\n (3.1) teeoludega, ja<br \/>\n (3.2) auto sisemusega<br \/>\nmaksimeerides suhet (automaudi k\u00e4itumine \/ k\u00e4itumise kulud<br \/>\nautomaudi) eesm\u00e4rgiga s\u00e4ilitada (olemasolu, kestmist) autot \u2014 nii teeoludes kui ka auto sisemusest.<\/p>\n<p>Kas ainult mina n\u00e4en, et autot, millel on sellised v\u00f5imed, nimetame me nutikaks? Siis veel \u00fcks k\u00fcsimus: kas m\u00e4rkaksite erinevust s\u00f5ites autos, mida juhib professionaalne juht, ja sellises nutikas autos?<\/p>\n<p><img decoding=\"async\" alt=\"Intellekt \u2014 objekti v\u00f5ime kohandada oma k\u00e4itumist \u00fcmbritseva keskkonna j\u00e4rgi, et tagada oma s\u00e4ilimine (elluj\u00e4\u00e4mine).\" src=\"\/wp-content\/uploads\/2020\/01\/0e4fd2bdf68ca67323eab5def953c732.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nVastus \"EI\" t\u00e4hendab:<\/p>\n<ol>\n<li>\u0414\u0430\u043d\u043e \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430: \u043f\u0440\u0438 \u0437\u0430\u043c\u0435\u043d\u0435 \u00ab\u041e\u0431\u044a\u0435\u043a\u0442 &#8212;&gt; \u0410\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u044c\u00bb \u0441\u0431\u043e\u0435\u0432 \u043b\u043e\u0433\u0438\u043a\u0438 \u0438\u043b\u0438 \u043a\u0430\u043a\u0438\u0445-\u0442\u043e \u043d\u0435\u0441\u0442\u044b\u043a\u043e\u0432\u043e\u043a \u0432 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0438 \u043d\u0435 \u043f\u043e\u044f\u0432\u0438\u043b\u043e\u0441\u044c.<\/li>\n<li>Selle omadusega auto l\u00e4bis s\u00f5idu ajal nagu \u00abautotest\u00bb Turingi testi: reisija ei n\u00e4inud mingit vahet professionaalsete juhtide ja selle auto vahel. V\u00f5i t\u00e4pselt Turingi testi s\u00f5nastusele j\u00e4rgides: \u00abKui mitme s\u00f5idu k\u00e4igus ei suuda reisija autonoomses autos ja professionaalse juhi autos \u00e4ra arvata, milline auto teda vedas, siis autonoomne auto on \u00abteede tingimustes m\u00f5tlemise tasemelt\u00bb v\u00f5rreldav professionaalsete juhtidega.\u00bb<\/li>\n<\/ol>\n<p>\nSoovijatele pakutakse v\u00f5imalust \u00abm\u00e4ngida\u00bb selle m\u00e4\u00e4ratlusega \u2014 asetada selle asemele anonymiseeritud s\u00f5na \u00abObjekt\u00bb asemel nime mistahes tuntud s\u00fcsteemist (looduslikust, sotsiaalsest, tootmisest, tehnilisest) ja ise kontrollida, kas need on omavahel koosk\u00f5las. Jagage kindlasti oma tulemusi ja m\u00f5tteid katse tulemustest! <\/p>\n<h4>Intellekti m\u00e4\u00e4ratlemine selle eesm\u00e4rkide kaudu<\/h4>\n<p>\n(A. Zhdanov. \u00abAutonoomne Tehisintellekt\u00bb (2012), 3. v\u00e4ljaanne, elektrooniline, lk. 49-50):<br \/>\nN\u00e4rvis\u00fcsteemi peamise eesm\u00e4rgid, millele iga organism p\u00fcrgib, on:<\/p>\n<ul>\n<li>organismi elluj\u00e4\u00e4mine;<\/li>\n<li>teadmiste kogumine tema n\u00e4rvis\u00fcsteemi kaudu.<\/li>\n<\/ul>\n<p>\n<i>Need kaks punkti: elluj\u00e4\u00e4mine ja teadmiste kogumine \u2014 on \u00fcldine kirjeldus punktidest 3 ja 2 vastavalt!<\/i><\/p>\n<p><b>\u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f&#8230;<\/b><br \/>\n\u00abVicarious \u00f5petab arvutit kasutama kujutlusv\u00f5imet\u00bb <br \/>\n\u00abArvuti \u00f5ppis agressiivset juhtimist\u00bb <noindex><a rel=\"nofollow\" href=\"https:\/\/nplus1.ru\/news\/2016\/05\/23\/mppi\">nplus1.ru\/news\/2016\/05\/23\/mppi<\/a><\/noindex>)<br \/>\n\u00abElu oleks \u00fcsna igav ilma kujutlusv\u00f5imet. Seet\u00f5ttu on t\u00f5en\u00e4oliselt suurim probleem arvutite juures see, et neil pole tegelikult kujutlusv\u00f5imet. Vicariousi start-up loob uue andmete t\u00f6\u00f6tlemise viisi, l\u00e4htudes sellest, kuidas info t\u00f5en\u00e4oliselt \u201evoolab\u201d l\u00e4bi aju. Ettev\u00f5tte juhid v\u00e4idavad, et see annab arvutitele midagi sarnast kujutlusv\u00f5imele, ja et see, nagu nad loodavad, aitab masinad palju nutikamaks muuta. Ettev\u00f5te esitles uut t\u00fc\u00fcpi n\u00e4rviv\u00f5rkude algoritmi, mille omadused on laenatud bioloogiast. \u00dcks neist on v\u00f5ime kujutada, kuidas \u00f5pitud teave peaks erinevates stsenaariumides v\u00e4lja n\u00e4gema \u2014 midagi nagu digitaalne kujutlusv\u00f5ime.\u00bb <\/p>\n<p>No k\u00fcll, milline kokkusattumus! T\u00e4pselt punkt (2) m\u00e4\u00e4ratlus: progresseeriv peegelduse t\u00e4hendab digitaalset kujutlusv\u00f5imet! <\/p>\n<p>Selline juhtub harva, kuid vaadake, mida me Internetis avastame: <br \/>\n\u00abArvuti \u00f5ppis agressiivset juhtimist\u00bb <noindex><a rel=\"nofollow\" href=\"https:\/\/nplus1.ru\/news\/2016\/05\/23\/mppi\">nplus1.ru\/news\/2016\/05\/23\/mppi<\/a><\/noindex>)<br \/>\n\u201eGeorgia Tehnoloogia Instituudi spetsialistid l\u00f5id kaugt\u00f6\u00f6deldud auto mudeli (1:5 m\u00f5\u00f5tkavas, p\u00f5hinedes raadioteel juhitava mudeli \u0161assiile), mis suudab p\u00f6\u00f6rata juhitud libisemise abil. Pardat\u00f6\u00f6tlus arvutis on Intel Skylake Quad-core i7 protsessor ja Nvidia GTX 750ti GPU ning see t\u00f6\u00f6tleb teavet p\u00fcsiga, rataste p\u00f6\u00f6ramisandurite, GPS-i ja paari esikaameraga. Andmete p\u00f5hjal, mis p\u00e4rinevad anduritelt, vormib juhtimisalgoritm 2560 edasiviivat trajektoori j\u00e4rgmise kahe ja poole sekundi jooksul.\u201d<\/p>\n<p>Juhtimisalgoritm sisaldab auto \u201emaailmapilti\u201d v\u00f5imalike trajektooride kogumina antud rajal.<\/p>\n<p>\u201e2560 trajektoorist valib algoritm k\u00f5ige optimaalse ja vastavalt sellele kohandab rataste asendit ja kiirus. Samal ajal toimub k\u00f5igi 2560 trajektoori ehitamine ja nende uuendamine 60 korda sekundis.\u201d<\/p>\n<p><i>See ongi eelnev peegeldus, tehislik loomingulisus v\u00f5i digitaalne kujutlus! Parima trajektoori valimine 2560 eelnevalt genereeritud valikust ning rataste asendi ja kiirus kohandamine (adapteerimine!), et rajal p\u00fcsida. K\u00f5ik kokku kirjeldab esitatud intelligentsuse skeem!<\/i><\/p>\n<p>\u201eKogu \u00f5ppimisprotsess juhtimisalgoritmi jaoks kestis mitu minutit s\u00f5itmist rajal operaatoriga, kellel oli minimaalne s\u00f5idukogemus.\u201d<\/p>\n<p><i>\u00d5ppimisprotsess on maailmapildi loomine!<\/i><\/p>\n<p>\u201eSellega seoses m\u00e4rgivad teadlased, et koolitamisel ei kasutatud kontrollitud libisemist, vaid auto \u201eleiutas\u201d selle ise. Katsete k\u00e4igus l\u00e4bis auto autonoomselt rada, p\u00fc\u00fcdes s\u00e4ilitada kiirus, mis on v\u00f5imalikult l\u00e4hedane kaheksale Meetri sekundis.\u201d<\/p>\n<p><i>Kontrollitud libisemine on element optimaalses strateegias (see \u00fchtlane maksimeerimine \u201eObjekti K\u00e4itumine \/ K\u00e4itumise Kulud\u201d) iseseisvalt v\u00e4lja arendatud auto poolt.<\/i><\/p>\n<p>Autori v\u00e4idavad, et agressiivse juhtimise algoritmide \u00f5petamine v\u00f5ib olla kasulik ka igap\u00e4evasel ises\u00f5itva auto juhtimisel, just nagu oskus libisemist kontrollida v\u00f5ib aidata elaval juhil. Etten\u00e4gematu olukorra, n\u00e4iteks libeda tee puhul, suudab ises\u00f5itv auto ise libisemisest v\u00e4ljuda ja ennetada v\u00f5imalikke liiklus\u00f5nnetusi.<\/p>\n<p><i>Ja see on auto kogemuse levitamine... Noh, nagu \u00fcks valvur-lind (tuletame meelde tuntud lugu), kes sai kasuliku oskuse ja jagas seda kohe k\u00f5igi teistega.<\/i><\/p>\n<p>Toon veel kord v\u00e4lja m\u00e4\u00e4ratluse, mida soovitatakse kasutada:<\/p>\n<p><b>Objekti intellekt on omaduste kogum, mida kasutatakse:<\/p>\n<p>(1) Keskkonna ja\/v\u00f5i k\u00e4itumise seaduste tuvastamine, formaliseerimine ja meeldej\u00e4tmine (mudeli kujul):<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.1) \u00dcmbrikus, ja<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.2) Objekti sise\u00f5hkes.<br \/>\n(2) Eelnevate seisundite ja\/v\u00f5i k\u00e4itumisv\u00f5imaluste modelleerimine:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.1) \u00dcmbrikus, ja<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.2) Objekti sise\u00f5hkes.<br \/>\n(3) Objekti seisundi ja\/v\u00f5i k\u00e4itumise rakendamise kirjeldamine, kohandatud:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.1) \u00dcmbrikus, ja<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.2) Objekti sise\u00f5hkes<br \/>\nmaksimeerides Objekti K\u00e4itumise\/K\u00e4itumise kulude suhet<br \/>\nObjekti s\u00e4ilitamise (olemasolu, kestmise, olemise) eesm\u00e4rgiga objekt keskkonnas.<\/b><\/p>\n<p>T\u00e4nan t\u00e4helepanu eest. Kommentaarid ja m\u00e4rkused on \u00e4\u00e4rmiselt teretulnud.<\/p>\n<p>P. S. \u0410 \u0432\u043e\u0442 \u043e &quot;\u2026 \u0432\u044b\u0441\u043e\u043a\u043e\u0430\u0434\u0430\u043f\u0442\u0438\u0432\u043d\u043e\u0439, \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u043e\u0431\u043b\u0430\u0434\u0430\u044e\u0449\u0435\u0439 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c\u044e \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0442\u0430\u0442\u044c \u0447\u0440\u0435\u0437\u0432\u044b\u0447\u0430\u0439\u043d\u043e \u0448\u0438\u0440\u043e\u043a\u0438\u0439 \u0441\u043f\u0435\u043a\u0442\u0440 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u043d\u0430\u043d\u0438\u0439 \u0438 \u043d\u0430\u0432\u044b\u043a\u043e\u0432&quot; \u0438 \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u041e\u0418\u0418 \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e \u2014 \u044d\u0442\u043e \u043e\u043e\u043e\u043e\u0447\u0435\u043d\u044c \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u0430\u044f \u0442\u0435\u043c\u0430. \u0415\u0441\u043b\u0438, \u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u0431\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441 \u0441\u043e \u0441\u0442\u043e\u0440\u043e\u043d\u044b \u0447\u0438\u0442\u0430\u0442\u0435\u043b\u0435\u0439. \ud83d\ude42<br \/>\n<br \/>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/485744\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f \u0412\u0435\u0441\u044c \u043c\u0438\u0440 \u0442\u043e\u043b\u044c\u043a\u043e \u0438 \u0434\u0435\u043b\u0430\u0435\u0442, \u0447\u0442\u043e \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u043e\u0431 \u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0435, \u043d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u2014 \u0432\u043e\u0442 \u0436\u0435 \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441! \u2014 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f, \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e, \u00ab\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430\u00bb (\u0434\u0430\u0436\u0435 \u043d\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e, \u0430 \u0432\u043e\u043e\u0431\u0449\u0435) \u2014 \u043e\u0431\u0449\u0435\u043f\u0440\u0438\u043d\u044f\u0442\u043e\u0433\u043e, \u043f\u043e\u043d\u044f\u0442\u043d\u043e\u0433\u043e, \u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u043d\u0435\u0442! \u041f\u043e\u0447\u0435\u043c\u0443 \u0431\u044b \u043d\u0435 \u0432\u0437\u044f\u0442\u044c \u043d\u0430 \u0441\u0435\u0431\u044f \u0441\u043c\u0435\u043b\u043e\u0441\u0442\u044c \u2014 \u043f\u043e\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u043d\u0430\u0439\u0442\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0442\u0430\u043a\u043e\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435? \u0412\u0435\u0434\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u2014 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":40155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-40154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f \u0412\u0435\u0441\u044c \u043c\u0438\u0440 \u0442\u043e\u043b\u044c\u043a\u043e \u0438 \u0434\u0435\u043b\u0430\u0435\u0442, \u0447\u0442\u043e \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u043e\u0431 \u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0435, \u043d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u2014 \u0432\u043e\u0442 \u0436\u0435 \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441! \u2014 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f, \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e, \u00ab\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430\u00bb (\u0434\u0430\u0436\u0435 \u043d\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e, \u0430 \u0432\u043e\u043e\u0431\u0449\u0435) \u2014 \u043e\u0431\u0449\u0435\u043f\u0440\u0438\u043d\u044f\u0442\u043e\u0433\u043e, \u043f\u043e\u043d\u044f\u0442\u043d\u043e\u0433\u043e, \u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u043d\u0435\u0442! \u041f\u043e\u0447\u0435\u043c\u0443 \u0431\u044b \u043d\u0435 \u0432\u0437\u044f\u0442\u044c \u043d\u0430 \u0441\u0435\u0431\u044f \u0441\u043c\u0435\u043b\u043e\u0441\u0442\u044c \u2014 \u043f\u043e\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u043d\u0430\u0439\u0442\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0442\u0430\u043a\u043e\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435? 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\u0412\u0435\u0434\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u2014\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/et\/blog\/intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2020-01-31T17:49:33+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-01-31T17:49:33+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47Intellekt on objekti v\u00f5ime kohandada oma k\u00e4itumist \u00fcmbritseva keskkonna j\u00e4rgi oma olemasolu (elluj\u00e4\u00e4mise) eesm\u00e4rgil | ProHoster","description":"Annotatsioon: Kogu maailm r\u00e4\u00e4gib ainult tehisintellektist, kuid \u2013 paraku! \u2013 ei ole siiani olemas \u00fcldtunnustatud, arusaadavat, loogiliselt \u00fcles ehitatud ja s\u00fcgavat m\u00e4\u00e4ratlust s\u00f5na \u201eintellekt\u201c (isegi mitte tehisintellekt, vaid \u00fcldiselt)! Miks mitte v\u00f5tta endale julgust \u2013 proovida leida ja pakkuda sellist m\u00e4\u00e4ratlust? M\u00e4\u00e4ratlus \u2013","canonical_url":"https:\/\/prohoster.info\/et\/blog\/intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u2014 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043e\u0431\u044a\u0435\u043a\u0442\u0430 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0435 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u043a \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u0435 \u0441 \u0446\u0435\u043b\u044c\u044e \u0441\u0432\u043e\u0435\u0433\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f (\u0432\u044b\u0436\u0438\u0432\u0430\u043d\u0438\u044f) | ProHoster","og:description":"\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f \u0412\u0435\u0441\u044c \u043c\u0438\u0440 \u0442\u043e\u043b\u044c\u043a\u043e \u0438 \u0434\u0435\u043b\u0430\u0435\u0442, \u0447\u0442\u043e \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u043e\u0431 \u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0435, \u043d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u2014 \u0432\u043e\u0442 \u0436\u0435 \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441! \u2014 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f, \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e, \u00ab\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430\u00bb (\u0434\u0430\u0436\u0435 \u043d\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e, \u0430 \u0432\u043e\u043e\u0431\u0449\u0435) \u2014 \u043e\u0431\u0449\u0435\u043f\u0440\u0438\u043d\u044f\u0442\u043e\u0433\u043e, \u043f\u043e\u043d\u044f\u0442\u043d\u043e\u0433\u043e, \u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u043d\u0435\u0442! \u041f\u043e\u0447\u0435\u043c\u0443 \u0431\u044b \u043d\u0435 \u0432\u0437\u044f\u0442\u044c \u043d\u0430 \u0441\u0435\u0431\u044f \u0441\u043c\u0435\u043b\u043e\u0441\u0442\u044c \u2014 \u043f\u043e\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u043d\u0430\u0439\u0442\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0442\u0430\u043a\u043e\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435? 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