{"id":38687,"date":"2019-10-31T22:25:19","date_gmt":"2019-10-31T19:25:19","guid":{"rendered":"https:\/\/prohoster.info\/blog\/mozhno-li-zaprogrammirovat-proizvolnost\/"},"modified":"2019-10-31T22:25:19","modified_gmt":"2019-10-31T19:25:19","slug":"mozhno-li-zaprogrammirovat-proizvolnost","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/mozhno-li-zaprogrammirovat-proizvolnost","title":{"rendered":"A \u00ebsht\u00eb e mundur t\u00eb programohet rast\u00ebsia?","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Cili \u00ebsht\u00eb ndryshimi midis njeriut dhe programit?<\/h3>\n

\nRrjetet neuronale, q\u00eb tani p\u00ebrb\u00ebjn\u00eb praktikisht t\u00eb gjith\u00eb fush\u00ebn e inteligjenc\u00ebs artificiale, mund t\u00eb marrin parasysh shum\u00eb m\u00eb tep\u00ebr faktor\u00eb n\u00eb marrjen e vendimeve sesa njeriu, t\u00eb veprojn\u00eb m\u00eb shpejt dhe, n\u00eb shumic\u00ebn e rasteve, m\u00eb sakt\u00eb. Por programet veprojn\u00eb vet\u00ebm ashtu si\u00e7 jan\u00eb programuar ose trajnuar. Ato mund t\u00eb jen\u00eb shum\u00eb t\u00eb komplikuara, t\u00eb marrin parasysh shum\u00eb faktor\u00eb dhe t\u00eb veprojn\u00eb n\u00eb m\u00ebnyr\u00eb t\u00eb ndryshueshme. Megjithat\u00eb, ato ende nuk mund ta z\u00ebvend\u00ebsojn\u00eb njeriun n\u00eb marrjen e vendimeve. \u00c7far\u00eb e dallon njeriun nga nj\u00eb program t\u00eb till\u00eb? K\u00ebtu duhet theksuar 3 dallime ky\u00e7e, nga t\u00eb cilat rrjedhin t\u00eb gjitha t\u00eb tjerat:<\/p>\n

    \n
  1. Nj\u00eb person ka nj\u00eb pamje t\u00eb bot\u00ebs q\u00eb i lejon atij t\u00eb plot\u00ebsoj\u00eb informacionin me t\u00eb dh\u00ebna q\u00eb nuk jan\u00eb p\u00ebrcaktuar n\u00eb program. P\u00ebr m\u00eb tep\u00ebr, pamja e bot\u00ebs \u00ebsht\u00eb strukturuar n\u00eb m\u00ebnyr\u00eb q\u00eb na lejon t\u00eb kemi ndonj\u00eb p\u00ebrfaq\u00ebsim p\u00ebr gjith\u00e7ka. Edhe n\u00ebse \u00ebsht\u00eb di\u00e7ka e rrumbullak\u00ebt dhe ndri\u00e7on n\u00eb qiell (NLO). Zakonisht, p\u00ebr k\u00ebt\u00eb nd\u00ebrtohen ontologji, por ontologjit\u00eb nuk kan\u00eb nj\u00eb p\u00ebrmbajtje t\u00eb till\u00eb, nuk e marrin parasysh shum\u00ebkuptim\u00ebsin\u00eb e koncepteve, ndikimin e tyre t\u00eb nd\u00ebrsjell\u00eb dhe deri tani aplikohen vet\u00ebm n\u00eb tema t\u00eb rrepta t\u00eb kufizuara.<\/li>\n
  2. Nj\u00eb person ka nj\u00eb logjik\u00eb q\u00eb merr parasysh k\u00ebt\u00eb pamje t\u00eb bot\u00ebs, t\u00eb cil\u00ebn ne e quajm\u00eb sh\u00ebndet t\u00eb zakonsh\u00ebm ose common sense. \u00c7do pohim ka kuptim dhe merr parasysh njohurit\u00eb e fshehura q\u00eb nuk jan\u00eb deklaruar. Edhe pse ligjet e logjik\u00ebs kan\u00eb shum\u00eb shekuj, askush deri m\u00eb sot nuk e di se si funksionon logjika e zakonshme, e cila nuk \u00ebsht\u00eb matematikore. Ne themelisht nuk e dim\u00eb si ta programojm\u00eb madje as silogjizmat e zakonshme. <\/li>\n
  3. Arbitrariteti. Programet nuk kan\u00eb arbitraritet. Kjo \u00ebsht\u00eb ndoshta dallimi m\u00eb i v\u00ebshtir\u00eb nga t\u00eb treja. \u00c7far\u00eb quajm\u00eb arbitraritet? Mund\u00ebsin\u00eb p\u00ebr t\u00eb nd\u00ebrtuar nj\u00eb sjellje t\u00eb re, ndryshe nga ajo q\u00eb kemi realizuar n\u00eb rrethana t\u00eb nj\u00ebjta m\u00eb par\u00eb, ose p\u00ebr t\u00eb nd\u00ebrtuar sjellje n\u00eb rrethana t\u00eb reja, t\u00eb panjohura m\u00eb par\u00eb. Pra, n\u00eb thelb, kjo \u00ebsht\u00eb krijimi n\u00eb moment nj\u00eb programi t\u00eb ri sjelljeje pa prov\u00eb dhe gabim, duke marr\u00eb n\u00eb konsiderat\u00eb rrethana t\u00eb reja, p\u00ebrfshir\u00eb ato t\u00eb brendshme. <\/li>\n<\/ol>\n

    <\/a><\/noindex>
    \nArbitrariteti mbetet nj\u00eb fush\u00eb e paeksploruar p\u00ebr studiuesit. Algoritmet gjenetike, t\u00eb afta p\u00ebr t\u00eb krijuar nj\u00eb program t\u00eb ri sjelljeje p\u00ebr agent\u00ebt inteligjent\u00eb, nuk jan\u00eb nj\u00eb zgjidhje, pasi ato gjenerojn\u00eb zgjidhje jo n\u00eb m\u00ebnyr\u00eb logjike, por p\u00ebrmes \"mutacioneve\", dhe zgjidhja gjendet \"rast\u00ebsisht\" gjat\u00eb seleksionimit t\u00eb k\u00ebtyre mutacioneve, q\u00eb do t\u00eb thot\u00eb p\u00ebrmes provave dhe gabimeve. Njeriu gjen zgjidhjen menj\u00ebher\u00eb, duke e nd\u00ebrtuar at\u00eb n\u00eb m\u00ebnyr\u00eb logjike. Njeriu madje mund t\u00eb shpjegoj\u00eb pse \u00ebsht\u00eb zgjedhur ajo zgjidhje. Algoritmi gjenetik nuk ka argumente.<\/p>\n

    \u00cbsht\u00eb e njohur se sa m\u00eb lart t\u00eb jet\u00eb nj\u00eb kafsh\u00eb n\u00eb shkall\u00ebn evolucionare, aq m\u00eb t\u00eb rast\u00ebsishme mund t\u00eb jet\u00eb sjellja e saj. Dhe m\u00eb shum\u00eb rast\u00ebsi shfaqet te njeriu, pasi njeriu ka aft\u00ebsin\u00eb t\u00eb konsideroj\u00eb jo vet\u00ebm rrethanat e jashtme dhe aft\u00ebsit\u00eb e m\u00ebsuara, por edhe rrethanat e fshehura \u2013 motivet personale, informacionet e dh\u00ebna m\u00eb par\u00eb, rezultatet e veprimeve n\u00eb rrethana t\u00eb ngjashme. Kjo rrit shum\u00eb variabilitetin e sjelljes s\u00eb njeriut, dhe, sipas mendimit tim, kjo \u00ebsht\u00eb e lidhur shum\u00eb me vet\u00ebdijen. Por p\u00ebr k\u00ebt\u00eb pak m\u00eb von\u00eb.<\/p>\n

    Vet\u00ebdija dhe rast\u00ebsia<\/h3>\n

    \n\u00c7far\u00eb ka t\u00eb b\u00ebj\u00eb me vet\u00ebdijen? N\u00eb psikologjin\u00eb e sjelljes dihet se veprimet e zakonshme i realizojm\u00eb automatikisht, si makina, q\u00eb do t\u00eb thot\u00eb pa marr\u00eb pjes\u00eb t\u00eb vet\u00ebdijes. Ky \u00ebsht\u00eb nj\u00eb fakt dometh\u00ebn\u00ebs q\u00eb tregon se vet\u00ebdija \u00ebsht\u00eb e lidhur me krijimin e sjelljeve t\u00eb reja, e lidhur me sjelljen orientuese. Kjo gjithashtu do t\u00eb thot\u00eb se vet\u00ebdija aktivizohet pik\u00ebrisht kur \u00ebsht\u00eb e nevojshme t\u00eb ndryshohet nj\u00eb model i zakonsh\u00ebm sjelljeje, p\u00ebr shembull, t\u00eb reagosh ndaj k\u00ebrkesave t\u00eb reja duke marr\u00eb parasysh mund\u00ebsit\u00eb e reja. Gjithashtu, disa shkenc\u00ebtar\u00eb, p\u00ebr shembuj, Dokin dhe Metzinger, kan\u00eb th\u00ebn\u00eb se vet\u00ebdija \u00ebsht\u00eb e lidhur ndonj\u00eb m\u00ebnyr\u00eb me pranin\u00eb e nj\u00eb imazhi t\u00eb vetvetes tek njer\u00ebzit, q\u00eb modeli i bot\u00ebs p\u00ebrfshin edhe modelin e subjektit t\u00eb vet\u00eb. Si duhet t\u00eb dukej sistemi q\u00eb do t\u00eb kishte nj\u00eb liri t\u00eb till\u00eb? Me \u00e7far\u00eb strukture duhet t\u00eb p\u00ebrfshihet, n\u00eb m\u00ebnyr\u00eb q\u00eb t\u00eb ishte n\u00eb gjendje t\u00eb ndante nj\u00eb sjellje t\u00eb re p\u00ebr zgjidhjen e nj\u00eb detyre n\u00eb p\u00ebrputhje me rrethanat e reja?<\/p>\n

    P\u00ebr k\u00ebt\u00eb, duhet s\u00eb pari t\u00eb kujtojm\u00eb dhe sqarojm\u00eb disa fakte t\u00eb njohura. T\u00eb gjitha kafsh\u00ebt q\u00eb kan\u00eb nj\u00eb sistem nervor, n\u00eb nj\u00eb m\u00ebnyr\u00eb ose n\u00eb nj\u00eb tjet\u00ebr, p\u00ebrmbajn\u00eb n\u00eb t\u00eb nj\u00eb model t\u00eb mjedisit, t\u00eb integruar me arsenalin e mund\u00ebsive t\u00eb tyre p\u00ebr veprim n\u00eb t\u00eb. Kjo do t\u00eb thot\u00eb se nuk \u00ebsht\u00eb vet\u00ebm nj\u00eb model mjedisi, si\u00e7 shkruajn\u00eb disa shkenc\u00ebtar\u00eb, por nj\u00eb model t\u00eb mundshm\u00ebris\u00eb s\u00eb sjelljes n\u00eb nj\u00eb situat\u00eb t\u00eb caktuar. Nd\u00ebrkoh\u00eb, kjo \u00ebsht\u00eb edhe nj\u00eb model parashikimi t\u00eb ndryshimeve n\u00eb mjedis si p\u00ebrgjigje ndaj ndonj\u00eb veprimi t\u00eb kafsh\u00ebs. Kjo nuk merret gjithmon\u00eb parasysh nga shkenc\u00ebtar\u00ebt kognitiv\u00eb, megjith\u00ebse kjo theksohet qart\u00eb nga neuronet espejo n\u00eb korteksin premotorr, si dhe studimet mbi aktivizimin e neuron\u00ebve t\u00eb makak\u00ebve. Kur ata perceptojn\u00eb nj\u00eb banane, aktivizohen jo vet\u00ebm zonat e bananes n\u00eb korteksin vizual dhe temporal, por edhe duar\u00ebt n\u00eb korteksin somatosensorial, sepse modeli i bananes \u00ebsht\u00eb drejtp\u00ebrdrejt i lidhur me dor\u00ebn, pasi t\u00eb kafsh\u00ebve u intereson vet\u00ebm fruti q\u00eb mund ta marrin dhe ta han\u00eb. Ne thjesht harrojm\u00eb se sistemi nervor nuk u shfaq p\u00ebr t\u00eb reflektuar bot\u00ebn p\u00ebr kafsh\u00ebt. Ato nuk jan\u00eb sofist\u00eb, ato thjesht duan t\u00eb han\u00eb, prandaj modeli i tyre \u00ebsht\u00eb m\u00eb shum\u00eb nj\u00eb model sjelljeje, sesa nj\u00eb pasqyr\u00eb t\u00eb mjedisit.<\/p>\n

    Ky model tashm\u00eb ka nj\u00eb far\u00eb shkalle t\u00eb arbitraritetit, q\u00eb shprehet n\u00eb ndryshueshm\u00ebrin\u00eb e sjelljes n\u00eb rrethana t\u00eb ngjashme. K\u00ebshtu, kafsh\u00ebt kan\u00eb nj\u00eb arsenal t\u00eb caktuar veprimesh t\u00eb mundshme q\u00eb mund t'i realizojn\u00eb sipas situat\u00ebs. K\u00ebto mund t\u00eb jen\u00eb modele m\u00eb t\u00eb komplikuara temporale (refleks-conditional) sesa reagimi i menj\u00ebhersh\u00ebm ndaj ngjarjeve. Megjithat\u00eb, kjo nuk \u00ebsht\u00eb sjellje krejt\u00ebsisht e rast\u00ebsishme, e cila na lejon t\u00eb st\u00ebrvisim kafsh\u00ebt, por jo njeriun. <\/p>\n

    Dhe k\u00ebtu ka nj\u00eb rrethan\u00eb t\u00eb r\u00ebnd\u00ebsishme q\u00eb duhet ta marrim parasysh \u2013 sa m\u00eb t\u00eb njohura t\u00eb jen\u00eb rrethanat q\u00eb ndodhin, aq m\u00eb pak ndryshueshme \u00ebsht\u00eb sjellja, pasi truri ka nj\u00eb zgjidhje. E anasjellta, sa m\u00eb t\u00eb reja t\u00eb jen\u00eb rrethanat, aq m\u00eb shum\u00eb variante t\u00eb sjelljes jan\u00eb t\u00eb mundshme. Dhe e gjith\u00eb \u00e7\u00ebshtja \u00ebsht\u00eb n\u00eb p\u00ebrzgjedhjen e tyre dhe kombinimin. Kafsh\u00ebt e b\u00ebjn\u00eb k\u00ebt\u00eb duke shfaqur t\u00eb gjith\u00eb arsenalin e veprimeve t\u00eb mundshme, si\u00e7 e tregoi n\u00eb eksperimentet e tij Skinner.<\/p>\n

    Nuk mund t\u00eb thuhet se sjellja e rast\u00ebsishme \u00ebsht\u00eb plot\u00ebsisht e re; ajo p\u00ebrb\u00ebhet nga modele t\u00eb m\u00ebparshme t\u00eb m\u00ebsuara t\u00eb sjelljes. Kjo \u00ebsht\u00eb nj\u00eb rimodelim, t\u00eb iniciuar nga rrethana t\u00eb reja, q\u00eb nuk p\u00ebrputhen plot\u00ebsisht me ato rrethana p\u00ebr t\u00eb cilat ka nj\u00eb model t\u00eb gatsh\u00ebm. Dhe pik\u00ebrisht k\u00ebtu ndodhet ndarja midis sjelljes rast\u00ebsore dhe asaj makinerike. <\/p>\n

    Modelimi i rast\u00ebsis\u00eb<\/h3>\n

    \nKrijimi i nj\u00eb programi t\u00eb sjelljes rast\u00ebsore, i cili mund t\u00eb marr\u00eb n\u00eb konsiderat\u00eb rrethana t\u00eb reja, do t\u00eb lejonte krijimin e nj\u00eb 'programi universali' (n\u00eb p\u00ebrputhje me 'teorin\u00eb e gjith\u00e7kaje') p\u00ebr t\u00eb pakt\u00ebn disa domenit<\/a> _tasks._ <\/p>\n

    \u00c7far\u00eb mund t\u00eb b\u00ebj\u00eb sjelljen e tyre m\u00eb t\u00eb rast\u00ebsishme, m\u00eb t\u00eb lir\u00eb? Eksperimentet e mia kan\u00eb treguar se zgjidhja e vetme \u00ebsht\u00eb pranimi i nj\u00eb modeli t\u00eb dyt\u00eb, i cili modelon t\u00eb parin dhe mund ta ndryshoj\u00eb at\u00eb, dometh\u00ebn\u00eb t\u00eb veproj\u00eb jo me mjedisin si i pari, por me modelin e par\u00eb p\u00ebr ta ndryshuar at\u00eb.<\/p>\n

    Modeli i par\u00eb reagon ndaj rrethanave t\u00eb mjedisit. N\u00ebse modeli aktivizuar tregon nj\u00eb skem\u00eb t\u00eb re, aktivizohet modeli i dyt\u00eb, i cil\u00ebsuar p\u00ebr t\u00eb k\u00ebrkuar zgjidhje n\u00eb modelin e par\u00eb, duke njohur t\u00eb gjitha variantet e mundshme t\u00eb sjelljes n\u00eb nj\u00eb mjedis t\u00eb ri. Meqen\u00ebse n\u00eb nj\u00eb mjedis t\u00eb ri aktivizohen m\u00eb shum\u00eb variante t\u00eb sjelljes, sfida \u00ebsht\u00eb selektimi apo kombinimi i tyre. Kjo ndodh sepse, ndryshe nga nj\u00eb mjedis i njohur, n\u00eb p\u00ebrgjigje t\u00eb rrethanave t\u00eb reja aktivizohen jo nj\u00eb, por disa skema sjelljeje. <\/p>\n

    \u00c7do her\u00eb q\u00eb truri p\u00ebrballet me di\u00e7ka t\u00eb re, ai realizon jo nj\u00eb, por dy akte \u2013 njohja e situat\u00ebs n\u00eb modelin e par\u00eb dhe njohja e veprimeve t\u00eb kryera ose t\u00eb mundshme p\u00ebrgjat\u00eb modelit t\u00eb dyt\u00eb. N\u00eb k\u00ebt\u00eb struktur\u00eb shfaqen shum\u00eb mund\u00ebsi, t\u00eb ngjashme me vet\u00ebdijen.<\/p>\n

      \n
    1. Kjo struktur\u00eb dyaktive lejon marrjen parasysh jo vet\u00ebm faktor\u00ebt e jasht\u00ebm, por edhe ata t\u00eb brendsh\u00ebm \u2013 n\u00eb modelin e dyt\u00eb mund t\u00eb regjistrohen dhe njihen rezultatet e veprimit t\u00eb m\u00ebparsh\u00ebm, motivet e larg\u00ebta t\u00eb subjektit, etj. <\/li>\n
    2. Ky sistemi mund t\u00eb nd\u00ebrtoj\u00eb sjellje t\u00eb reja menj\u00ebher\u00eb, pa nevoj\u00ebn p\u00ebr nj\u00eb proces t\u00eb gjat\u00eb m\u00ebsimi t\u00eb nismuar nga ambienti, sipas teoris\u00eb evolutive. P\u00ebr shembull, modeli i dyt\u00eb ka aft\u00ebsin\u00eb p\u00ebr t\u00eb transferuar zgjidhje nga n\u00ebn-modelet e modelit t\u00eb par\u00eb n\u00eb pjes\u00eb t\u00eb tjera t\u00eb tij dhe shum\u00eb mund\u00ebsi t\u00eb tjera t\u00eb metamodelit.<\/li>\n
    3. Nj\u00eb ve\u00e7ori dalluese e vet\u00ebdijes \u00ebsht\u00eb prania e njohuris\u00eb mbi veprimin e saj, ose memorie autobiografike, si\u00e7 \u00ebsht\u00eb shpjeguar n\u00eb artikullin (1). Struktura me dy akte e propozuar pik\u00ebrisht ka k\u00ebt\u00eb aft\u00ebsi \u2013 modeli i dyt\u00eb mund t\u00eb ruaj\u00eb t\u00eb dh\u00ebnat mbi veprimet e modelit t\u00eb par\u00eb (asnj\u00eb model nuk mund t\u00eb ruaj\u00eb t\u00eb dh\u00ebnat mbi veprimet e tij, pasi p\u00ebr k\u00ebt\u00eb ai duhet t\u00eb ket\u00eb modele t\u00eb papara t\u00eb veprimeve t\u00eb tij, jo thjesht reagime ndaj ambientit). <\/li>\n<\/ol>\n

      \nPor si si ndodh nd\u00ebrtimi i sjelljes s\u00eb re brenda nj\u00eb strukture dyaktore t\u00eb vet\u00ebdijes? Ne nuk kemi nj\u00eb tru dhe as nj\u00eb model t\u00eb besuesh\u00ebm t\u00eb tij. Kemi filluar t\u00eb eksperimentojm\u00eb me kornizat verbale si prototipa t\u00eb modeleve q\u00eb ndodhen n\u00eb trurin ton\u00eb. Korniza p\u00ebrb\u00ebn nj\u00eb grup mund\u00ebsish aktor\u00ebsh t\u00eb veprimit p\u00ebr t\u00eb p\u00ebrshkruar situat\u00ebn, dhe kombinimi i kornizave mund t\u00eb sh\u00ebrbej\u00eb p\u00ebr t\u00eb p\u00ebrshkruar sjellje komplekse. Kornizat e p\u00ebrshkrimit t\u00eb situatave jan\u00eb kornizat e modelit t\u00eb par\u00eb, nd\u00ebrsa korniza p\u00ebrshkruese e veprimeve tona brenda saj \u00ebsht\u00eb korniza e modelit t\u00eb dyt\u00eb me veprime personale. Shpesh ato p\u00ebrzihen, sepse madje nj\u00eb fjali \u00ebsht\u00eb nj\u00eb p\u00ebrzierje e disa akteve t\u00eb njohjes dhe veprimit (aktit t\u00eb t\u00eb folurit). Nd\u00ebrsa vet\u00eb nd\u00ebrtimi i shprehjeve t\u00eb gjata verbale \u00ebsht\u00eb shembulli m\u00eb i mir\u00eb i sjelljes arbitrare. <\/p>\n

      Kur modeli i par\u00eb i sistemit t\u00eb njohjes zbulo nj\u00eb model t\u00eb ri, p\u00ebr t\u00eb cilin nuk ka nj\u00eb p\u00ebrgjigje t\u00eb programuar, ai th\u00ebrret modelin e dyt\u00eb. Modeli i dyt\u00eb mbledh kadra t\u00eb aktivizuara nga modeli i par\u00eb dhe k\u00ebrkon nj\u00eb rrug\u00eb m\u00eb t\u00eb shkurt\u00ebr n\u00eb grafikun e kadrove t\u00eb lidhura, e cila si duket 'mbyll' modelin e situat\u00ebs s\u00eb re me nj\u00eb kombinim kadri. Kjo \u00ebsht\u00eb nj\u00eb operacion mjaft i nd\u00ebrlikuar dhe ne ende nuk kemi arritur nj\u00eb rezultat q\u00eb pretendon t\u00eb quhet 'programi i gjith\u00e7kaje', por sukseset e para jan\u00eb inkurajuese. <\/p>\n

      Studimet eksperimetale t\u00eb vet\u00ebdijes p\u00ebrmes modelimit dhe krahasimit t\u00eb zgjidhjeve programore me t\u00eb dh\u00ebna psikologjike ofrojn\u00eb materiale interesante p\u00ebr k\u00ebrkime t\u00eb m\u00ebtejshme dhe lejojn\u00eb t\u00eb testohen disa hipoteza t\u00eb pakontrolluara n\u00eb eksperimente me njer\u00ebz. Kjo mund t\u00eb quhet eksperimente modeluese. Dhe ky \u00ebsht\u00eb vet\u00ebm rezultati i par\u00eb n\u00eb k\u00ebt\u00eb drejtim t\u00eb k\u00ebrkimit. <\/p>\n

      Bibliografia<\/b> <\/p>\n

      1. Struktura dyaktore e vet\u00ebdijes refleksive, A. Homyakov, Academia.edu, 2019<\/a><\/noindex>.
      \n
      Burimi:       habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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