{"id":212,"date":"2019-04-20T21:57:25","date_gmt":"2019-04-20T19:57:25","guid":{"rendered":"http:\/\/www.pewe.sk\/nngroup\/2019\/04\/20\/my-experience-from-ijcai-ecai-2018\/"},"modified":"2019-04-20T22:05:54","modified_gmt":"2019-04-20T20:05:54","slug":"my-experience-from-ijcai-ecai-2018","status":"publish","type":"post","link":"https:\/\/www.pewe.sk\/nngroup\/2019\/04\/20\/my-experience-from-ijcai-ecai-2018\/","title":{"rendered":"My experience from IJCAI-ECAI 2018"},"content":{"rendered":"

In this post I summarize my experience from a conference I attended last year in July – IJCAI-ECAI 2018. It was held in a big venue Stockholm and had more than 2,500 registered attendees.<\/p>\n

IJCAI-ECAI 2018<\/p>\n

\u0160tokholm, 13.-17. j\u00fala 2018<\/p>\n

\"\"<\/p>\n

V\u010faka \u0161tudentsk\u00e9mu grantu Softec pro Society 2018 som mal mo\u017enos\u0165 z\u00fa\u010dastni\u0165 sa konferencie IJCAI-ECAI 2018. Spolu so mnou sa konferencie z\u00fa\u010dastnil aj ved\u00faci mojej diplomovej pr\u00e1ce, Ing. Jakub \u0160evcech, PhD. a\u00a0taktie\u017e doc. Ing. Peter Lacko, PhD, ktor\u00fd zastupoval p\u00e1na profesora N\u00e1vrata v\u00a0d\u00f4le\u017eitej komisii. Konferencie sme sa spolu s\u00a0doktorom \u0160evcechom mohli z\u00fa\u010dastni\u0165 v\u010faka publikovan\u00e9mu \u010dl\u00e1nku na kolokovanej pracovnej dielni s\u00a0n\u00e1zvom 19-ta medzin\u00e1rodn\u00e1 pracovn\u00e1 diel\u0148a o\u00a0multiagentovej simul\u00e1cii (MABS 2018). V\u00a0tomto \u010dl\u00e1nku sme sa venovali multi-agentovej simul\u00e1cii podvodn\u00fdch bankov\u00fdch transakci\u00ed a\u00a0simul\u00e1cii r\u00f4znych scen\u00e1rov tak\u00e9hoto podvodn\u00e9ho spr\u00e1vania.<\/p>\n

E\u0161te predt\u00fdm, ako V\u00e1m nie\u010do poviem o\u00a0samotnej konferencii a\u00a0celom pobyte, by som chcel povzbudi\u0165 \u0161tudentov svoj\u00edm pr\u00edkladom, \u017ee sa d\u00e1 ve\u013ea vec\u00ed stihn\u00fa\u0165 aj po\u010das jedn\u00e9ho nabit\u00e9ho d\u0148a \u2013 preto\u017ee moje in\u017einierske prom\u00f3cie zhodou n\u00e1hod vy\u0161li na de\u0148 odletu – mal som ich v\u00a0piatok 13.j\u00fala o\u00a011-tej hodine, n\u00e1sledne promo\u010dn\u00fa oslavu s rodinou a\u00a0o\u00a0siedmej ve\u010der som u\u017e sedel v\u00a0lietadle odch\u00e1dzaj\u00faceho z\u00a0viedensk\u00e9ho letiska do \u0160tokholmu.<\/p>\n

Po pr\u00edlete do \u0160tokholmu ma \u010dakala cesta na na\u0161e ubytovanie a\u00a0n\u00e1sledne p\u00e1rhodinov\u00fd sp\u00e1nok ako kvalitn\u00fd z\u00e1klad pre prezent\u00e1ciu na pracovnej dielni na \u010fal\u0161\u00ed de\u0148 (sobota). Po pr\u00edchode do kr\u00e1snej budovy, kde sa konferencia konala nasledoval e\u0161te posledn\u00fd, kr\u00e1tky n\u00e1cvik a\u00a0i\u0161iel som prezentova\u0165. Prezent\u00e1cia dopadla dobre a\u00a0po kr\u00e1tkom kole ot\u00e1zok a odpoved\u00ed u\u017e bol hlavn\u00fd zdroj stresu za\u017eehnan\u00fd. Vypo\u010duli sme si e\u0161te ostatn\u00e9 prezent\u00e1cie z\u00a0pracovnej dielne a\u00a0\u00faspe\u0161n\u00fd de\u0148 zakon\u010dili kr\u00e1tkym v\u00fdletom po \u0160tokholme.<\/p>\n

Nede\u013en\u00fd de\u0148 pokra\u010doval r\u00f4znymi blokmi predn\u00e1\u0161ok a\u00a0ako program na ve\u010der n\u00e1s organiz\u00e1tori pozvali na v\u00fdlet do miestneho \u0161tokholmsk\u00e9ho skanzenu \u2013 vraj najstar\u0161ieho skanzenu na svete. O\u010darila n\u00e1s tam nielen historick\u00e1 architekt\u00fara, ale najm\u00e4 mno\u017estvo r\u00f4znych zvieratiek, ktor\u00e9 s\u00fa s\u00fa\u010das\u0165ou zoo priamo prepojenej so skanzenom.<\/p>\n

V\u00a0pondelok sa naplno spustila hlavn\u00e1 \u010das\u0165 programu a\u00a0teda konferencia IJCAI. Pre m\u0148a medzi jeden zo z\u00e1\u017eitkov, na ktor\u00e9 si r\u00e1d spomeniem je tane\u010dn\u00edk tancuj\u00faci s\u00a0mal\u00fdm robotom na ve\u013emi umeleck\u00fa, futuristick\u00fa hudbu ako s\u00fa\u010das\u0165 otv\u00e1racej cerem\u00f3nie. Medzi hlavn\u00fdch pozvan\u00fdch host\u00ed a\u00a0prv\u00fdm prezentuj\u00facim po otv\u00e1racej cerem\u00f3nii bol Yann LeCun (v\u00fdznamn\u00fd vedec pre odvetvie neur\u00f3nov\u00fdch siet\u00ed, vedie v\u00fdskum vo Facebooku), ktor\u00fd zah\u00e1jil IJCAI svojou predn\u00e1\u0161kou o\u00a0nutnosti u\u010denia modelov o\u00a0svete\u00a0 – jeden z\u00a0d\u00f4le\u017eit\u00fdch krokov pre lep\u0161ie AI. Hovoril o\u00a0tom, ako je pr\u00e1ve pam\u00e4\u0165 jednou z\u00a0d\u00f4le\u017eit\u00fdch s\u00fa\u010dast\u00ed zlo\u017eit\u00fdch modelov v\u00a0s\u00fa\u010dasnosti a\u00a0ako je potrebn\u00e9 tak\u00fato pam\u00e4\u0165 prepoji\u0165 s\u00a0nejakou formou reprezent\u00e1cie re\u00e1lneho sveta \u2013 tak, aby mohla dan\u00e1 AI lep\u0161ie porozumie\u0165 re\u00e1lnemu prostrediu, v\u00a0ktorom sa nach\u00e1dza a\u00a0na z\u00e1klade tejto vedomosti sa spr\u00e1vala inteligentnej\u0161ie. Pod\u013ea LeCuna jedn\u00fdm z\u00a0pr\u00edstupov, ako by sa modely mohli by\u0165 schopn\u00e9 nau\u010di\u0165 ve\u013ea vedomost\u00ed o\u00a0nejakom probl\u00e9me je vedie\u0165 predikova\u0165 minulos\u0165, pr\u00edtomnos\u0165 aj bud\u00facnos\u0165 – tzv. \u201evedie\u0165 predikova\u0165 v\u0161etko zo v\u0161etk\u00e9ho ostatn\u00e9ho\u201c. \u010ealej pokra\u010dovali prezent\u00e1cie v\u00a0pr\u00edslu\u0161n\u00fdch blokoch. Po vedomostne nabitom dni sme ve\u010der mali mo\u017enos\u0165 prezrie\u0165 si Stockholm City Hall a\u00a0da\u0165 si tam aj chutn\u00e9 ob\u010derstvenie. Na obr\u00e1zku ni\u017e\u0161ie m\u00f4\u017eete vidie\u0165, ako to m\u00f4\u017ee vyzera\u0165, ak je ve\u013ek\u00fd z\u00e1ujem dosta\u0165 sa do takejto v\u00fdznamnej budovy ale po\u010det miest je obmedzen\u00fd na 1200.<\/p>\n

\u010eal\u0161ie dni nasledovali pestr\u00e9 predn\u00e1\u0161ky z\u00a0mnoh\u00fdch oblast\u00ed ako napr\u00edklad vysvetlite\u013enos\u0165 modelov, bezpe\u010dnos\u0165 modelov, hlbok\u00e9 siete ale aj napr\u00edklad z te\u00f3rie hier. Celkovo na\u0161u prv\u00fa sk\u00fasenos\u0165 s\u00a0medzin\u00e1rodnou konferenciou hodnot\u00edme ve\u013emi pozit\u00edvne a\u00a0radi znova nejak\u00fa konferenciu nav\u0161t\u00edvime.<\/p>\n

\"\"<\/p>\n

V\u00a0Stockholm City Hall sa o\u00a0n\u00e1s dobre postarali<\/p>\n

\"\"<\/p>\n

Aj takto m\u00f4\u017ee vyzera\u0165 rad do Stockholm City Hall ke\u010f sa stretne ve\u013ea v\u00fdskumn\u00edkov pokope \ud83d\ude42<\/p>\n","protected":false},"excerpt":{"rendered":"

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