{"id":2043,"date":"2025-02-10T03:09:27","date_gmt":"2025-02-10T03:09:27","guid":{"rendered":"https:\/\/paskutinenaujiena.lt\/index.php\/2025\/02\/10\/fizinio-intelekto-atviru-saltiniu-pi0-robotikos-fondo-modelis\/"},"modified":"2025-02-10T03:09:27","modified_gmt":"2025-02-10T03:09:27","slug":"fizinio-intelekto-atviru-saltiniu-pi0-robotikos-fondo-modelis","status":"publish","type":"post","link":"https:\/\/paskutinenaujiena.lt\/index.php\/2025\/02\/10\/fizinio-intelekto-atviru-saltiniu-pi0-robotikos-fondo-modelis\/","title":{"rendered":"Fizinio intelekto atvir\u0173 \u0161altini\u0173 PI0 robotikos fondo modelis"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<div align=\"center\">\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=j-utyb7loew\">https:\/\/www.youtube.com\/watch?v=j-utyb7loew<\/a><\/p>\n<\/div>\n<p>Fizinis intelektas, San Francisko startuolis, surink\u0119s daugiau nei 400 milijon\u0173 doleri\u0173, paskelb\u0117 savo \u201ePI0\u201c robot\u0173 fondo model\u012f. PI0 buvo \u012fvestas prie\u0161 kelet\u0105 m\u0117nesi\u0173 ir gali b\u016bti pritaikytas prie daugyb\u0117s u\u017eduo\u010di\u0173, \u012fskaitant skalbinius sulankstomus, stalo valym\u0105, kavos pupeli\u0173 skandal\u0105 ir dar daugiau.<\/p>\n<p>Fizinis intelektas i\u0161leido PI0 kod\u0105 ir svorius kaip savo eksperimentin\u0117s \u201eOpenPi\u201c saugyklos \u201eGitHub\u201c dal\u012f. Jame taip pat pateikiami kelios \u201epaprastos u\u017eduotys\u201c, tokiose kaip \u201eAloha\u201c ir \u201eDroid\u201c, \u201ePaprastos u\u017eduotys\u201c, pavyzdys, kad b\u016bt\u0173 galima daryti i\u0161vad\u0105 apie realaus pasaulio ir imituot\u0173 robot\u0173 platformas, ir kodas, skirtas patobulinti bazinio \u03c00 modelio model\u012f savo u\u017eduotims ir platformos.<\/p>\n<p>Bendrov\u0117 teig\u0117, kad nuo 1-20 valand\u0173 duomen\u0173 pakako, kad PI0 b\u016bt\u0173 sureguliuoti iki \u012fvairi\u0173 u\u017eduo\u010di\u0173 savo eksperimentuose. \u201eHuggingFace\u201c taip pat paruo\u0161\u0117 \u201eOpenPi\u201c \u201ePytorch\u201c prievad\u0105 tiems k\u016br\u0117jams, kurie renkasi \u201ePytorch\u201c nei \u201eJax\u201c.<\/p>\n<p>\u201eMes tikime, kad bendrosios paskirties modeliai, galintys kontroliuoti bet kur\u012f robot\u0105 atlikti bet kuri\u0105 u\u017eduot\u012f, bus robot\u0173 kontrol\u0117s ateitis\u201c, &#8211; teig\u0117 bendrov\u0117. Ta\u010diau yra daugyb\u0117 neatsakyt\u0173 klausim\u0173 tiek, kaip galima sukurti tokius modelius, tiek kaip jie bus naudojami, pritaikomi ir diegti. Mes tikime, kad tur\u0117dami \u03c00, mes \u017eeng\u0117me svarb\u0173 \u017eingsn\u012f \u012f priek\u012f, ta\u010diau ateityje yra keletas sunkiausi\u0173 i\u0161\u0161\u016bki\u0173.<\/p>\n<p>\u201eNor\u0117dami sukurti tikrai bendrus ir paj\u0117gius modelius, robotikos bendruomen\u0117 tur\u0117s dirbti kartu, o m\u016bs\u0173 tikslas i\u0161leisti\u201e OpenPi \u201cyra prisid\u0117ti prie \u0161i\u0173 bendr\u0173 pastang\u0173. Lygiai taip pat, kad veiksmingi atvirojo kodo kalb\u0173 modeliai (LLMS) ir regos kalbos modeliai (VLMS) paskatino Kambrijos sprogim\u0105 nauj\u0173 LLM ir VLM program\u0173, nauj\u0173 tyrim\u0173 metod\u0173 ir nauj\u0173 produkt\u0173, tikim\u0117s, kad \u201eOpenPI\u201c vadovaus naujiems ir k\u016brybiniams robot\u0173 pamat\u0173 modeli\u0173 naudojimui, didesni\u0173 ir \u012fdomesni\u0173 duomen\u0173 rinkini\u0173 ir nauj\u0173 technologij\u0173 dalijimosi vie\u0161a dalijimasis. \u201c<\/p>\n<hr\/>\n<p style=\"text-align: center;\">&#13;<br \/>\n<b>U\u017esiregistruokite \u0161iandien, kad sutaupytum\u0117te 40% konferencij\u0173 leidim\u0173!<\/b><\/p>\n<hr\/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Turinys:<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/paskutinenaujiena.lt\/index.php\/2025\/02\/10\/fizinio-intelekto-atviru-saltiniu-pi0-robotikos-fondo-modelis\/#%E2%80%9EOpenPi%E2%80%9C_savybes\" >\u201eOpenPi\u201c savyb\u0117s<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/paskutinenaujiena.lt\/index.php\/2025\/02\/10\/fizinio-intelekto-atviru-saltiniu-pi0-robotikos-fondo-modelis\/#Suzinokite_apie_pamatu_modelius_%E2%80%9ERobotics_Summit_Expo%E2%80%9C\" >Su\u017einokite apie pamat\u0173 modelius \u201eRobotics Summit &#038; Expo\u201c<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E2%80%9EOpenPi%E2%80%9C_savybes\"><\/span>\u201eOpenPi\u201c savyb\u0117s<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Fizinis intelektas teikia pavyzdin\u012f kod\u0105, kuris gali b\u016bti naudojamas \u012fgyvendinant klient\u0105 savo robotui. \u017demiau pateikiami keli i\u0161 anksto apmokyt\u0173 kontrol\u0117s punkt\u0173, pateikt\u0173 \u201eOpenPi\u201c, akcentai. Per\u017ei\u016br\u0117kite vis\u0105 s\u0105ra\u0161\u0105 \u201eOpenPi\u201c saugyklos dokumentacij\u0105.<\/p>\n<p><strong>PI0 baz\u0117: <\/strong>Tai yra standartinis i\u0161 anksto apmokytas modelis. Modelis mokomas OXE ir 7 fizin\u0117s \u017evalgybos robot\u0173 platform\u0173. Jis skirtas tiksliai sureguliuoti, nors jis gali b\u016bti naudojamas nuliniame \u0161\u016bvyje atliekant u\u017eduotis, kurios yra i\u0161ankstinio mokymo duomenyse.<\/p>\n<p><strong>PI0 greita baz\u0117:<\/strong> \u0160is modelis naudoja greit\u0105 tokenizatori\u0173, kad b\u016bt\u0173 galima valdyti autoregresyviai diskretizuojant. Fizinis intelektas teig\u0117, kad po atlikimo ji suteikia \u0161iek tiek geresn\u0119 kalb\u0105, ta\u010diau turi didesnes i\u0161vad\u0173 s\u0105naudas (apie 4\u20135x didesn\u0119). Tai yra geras pasirinkimas, jei norite naudoti diskretizavim\u0105, o ne srauto suderinim\u0105, teigia bendrov\u0117.<\/p>\n<div align=\"center\">\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=yyxcmhnb_lu\">https:\/\/www.youtube.com\/watch?v=yyxcmhnb_lu<\/a><\/p>\n<\/div>\n<p><strong>PI0-Fast Droid ir \u03c00 droid:<\/strong> \u201eOpenPi\u201c pateikia du modelius, kurie tiksliai suderinami su \u201eDroid\u201c duomen\u0173 rinkiniu, kur\u012f sudaro \u012fvairios u\u017eduotys \u012fvairiose aplinkose su \u201eFranka\u201c robotine ranka. Tai yra pirmieji modeliai, galintys s\u0117kmingai vykdyti instrukcijas visi\u0161kai naujoje aplinkoje su \u201eDroid\u201c platformomis, teigia fizinis intelektas.<\/p>\n<p><strong>Pi0 aloha:<\/strong> Kontrolini\u0173 punkt\u0173 rinkinys, suderintas su tokiomis u\u017eduotims kaip rank\u0161luos\u010di\u0173 sulankstymas, maisto skandavimas ir dar daugiau \u201eAloha\u201c platformoje. \u0160ie kontrol\u0117s punktai gali b\u016bti gana jautr\u016bs bendrai robot\u0173 nustatymui, sak\u0117 bendrov\u0117, nors ji gal\u0117jo juos paleisti visi\u0161kai naujoje \u201eAloha\u201c stotyje, kuri nebuvo rodoma mokymo duomenyse.<\/p>\n<p><strong>PI0 Libero:<\/strong> \u0160is kontrol\u0117s punktas yra tiksliai sureguliuotas \u201eLibero\u201c etalonui ir gali b\u016bti \u012fvertintas atliekant \u201eLibero\u201c u\u017eduotis.<\/p>\n<p>\u201eM\u016bs\u0173 tikslas su \u0161iuo leidimu yra suteikti galimyb\u0119 kiekvienam eksperimentuoti su savo robot\u0173 ir u\u017eduo\u010di\u0173 patobulinimu \u03c00\u201c,-teig\u0117 fizin\u0117 intelektas. \u201eMes tikime, kad \u0161i generalin\u0117 robot\u0173 politika turi potencial\u0105 ne tik \u012fgalinti veiksming\u0105 robot\u0173 mokym\u0105 PG sistemos gal\u0117s bendrauti su aplinkiniu pasauliu, suprasti fizin\u0119 s\u0105veik\u0105 ir procesus intuityviu lygmeniu ir prie\u017east\u012f d\u0117l prie\u017easties ir pasekm\u0117s. Mes tikime, kad \u012fsik\u016bnijimas yra esminis dalykas, ir, padar\u0119 \u03c00 prieinam\u0105 visiems, mes tikim\u0117s prisid\u0117ti prie progreso link pla\u010diai paj\u0117gios ir bendros paskirties fizinio intelekto. \u201c<\/p>\n<div align=\"center\">\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=wtpck0qaJoc\">https:\/\/www.youtube.com\/watch?v=wtpck0qaJoc<\/a><\/p>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Suzinokite_apie_pamatu_modelius_%E2%80%9ERobotics_Summit_Expo%E2%80%9C\"><\/span>Su\u017einokite apie pamat\u0173 modelius \u201eRobotics Summit &#038; Expo\u201c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Fondo modeli\u0173 pa\u017eadas yra suteikti robotams galimyb\u0119 apibendrinti veiksmus i\u0161 ma\u017eiau pavyzd\u017ei\u0173 nei tradiciniai AI metodai. Neseniai pasirod\u0117 keletas kompanij\u0173, kad gal\u0117t\u0173 dirbti su robotikos fondo modeliais, \u012fskaitant Pitsburge \u012fsik\u016brusi\u0105 \u201eSkild AI\u201c. Esamos \u012fmon\u0117s, tokios kaip \u201eAmbi Robotics\u201c, \u201eCobot\u201c, AI pav. Ir kitos, kuria savo pagrind\u0173 modelius, kuriuos reikia diegti konkre\u010diose programose.<\/p>\n<p>Daniela Rus, MIT informatikos ir dirbtinio \u017evalgybos laboratorijos (CSAIL) direktor\u0117, pristato \u201eRobotics Summit &#038; Expo\u201c atidarymo pagrindin\u012f prane\u0161im\u0105, kuris veikia baland\u017eio 30 d., 1-gegu\u017e\u0117s 1 d. Bostone. Jos pagrindin\u0117note bus i\u0161tirtas fizinis intelektas, kuris, jos teigimu, pasiekiama, kai AI galia suprasti tekst\u0105, vaizdus, \u200b\u200bsignalus ir kita informacija, kad fizin\u0117ms ma\u0161inoms, tokioms kaip robotai, b\u016bt\u0173 naudojama intelektuali. RUS \u201eKeynote\u201c aptars \u201eTransformer\u201c pagrind\u0173 AI modeli\u0173 i\u0161\u0161\u016bkius. Ji taip pat pristatys alternatyvius fizikos modelius ir paai\u0161kins, kaip jie efektyviai pasiekia na\u0161um\u0105.<\/p>\n<p>Pagamintas <em>Roboto ataskaita<\/em>\u201eRobotics Summit &#038; Expo\u201c suburia daugiau nei 5000 k\u016br\u0117j\u0173, orientuot\u0173 \u012f \u012fvairi\u0173 komercini\u0173 pramon\u0117s \u0161ak\u0173 robot\u0173 k\u016brim\u0105. Dalyviai \u012fgis \u012f\u017evalgos apie naujausias \u012fgalinan\u010dias technologijas, geriausi\u0105 in\u017einerin\u0119 praktik\u0105 ir kylan\u010dias tendencijas. Scenoje bus 70 plius prane\u0161\u0117j\u0173, daugiau nei 10 valand\u0173 tam skirto tinklo laiko, robotikos pusry\u010di\u0173 moterys, karjeros mug\u0117, startuoli\u0173 vitrina ir dar daugiau. Gr\u012f\u017eimas \u012f pasirodym\u0105 yra \u201eRBR50\u201c paviljonas ir RBR50 apdovanojim\u0173 vakarien\u0117, kuri pagerbs kasmetini\u0173 \u201eRBR50 Robotics Innovation Awards\u201c apdovanojim\u0173 nugal\u0117tojus.<\/p>\n<div id=\"attachment_581988\" style=\"width: 910px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-581988\" class=\"wp-image-581988 size-full\" src=\"https:\/\/www.therobotreport.com\/wp-content\/uploads\/2024\/12\/daniela-headshot-featured.jpg\" alt=\"MIT CSAIL direktor\u0117 Daniela Rus aptars fizin\u0119 intelekt\u0105 \u201eRobotics Summit &#038; Expo\u201c\" width=\"900\" height=\"584\" srcset=\"https:\/\/www.therobotreport.com\/wp-content\/uploads\/2024\/12\/daniela-headshot-featured.jpg 900w, https:\/\/www.therobotreport.com\/wp-content\/uploads\/2024\/12\/daniela-headshot-featured-300x195.jpg 300w, https:\/\/www.therobotreport.com\/wp-content\/uploads\/2024\/12\/daniela-headshot-featured-150x97.jpg 150w, https:\/\/www.therobotreport.com\/wp-content\/uploads\/2024\/12\/daniela-headshot-featured-768x498.jpg 768w, https:\/\/www.therobotreport.com\/wp-content\/uploads\/2024\/12\/daniela-headshot-featured-368x238.jpg 368w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\"\/><\/p>\n<p id=\"caption-attachment-581988\" class=\"wp-caption-text\">Daniela Rus, MIT CSAIL direktor\u0117.<\/p>\n<\/div>\n<p><!--<rdf:RDF xmlns:rdf=\"http:\/\/www.w3.org\/1999\/02\/22-rdf-syntax-ns#\"\n\t\t\txmlns:dc=\"http:\/\/purl.org\/dc\/elements\/1.1\/\"\n\t\t\txmlns:trackback=\"http:\/\/madskills.com\/public\/xml\/rss\/module\/trackback\/\">\n\t\t<rdf:Description rdf:about=\"https:\/\/www.therobotreport.com\/physical-intelligence-open-sources-pi0-robotics-foundation-model\/\"\n    dc:identifier=\"https:\/\/www.therobotreport.com\/physical-intelligence-open-sources-pi0-robotics-foundation-model\/\"\n    dc:title=\"Physical Intelligence open-sources Pi0 robotics foundation model\"\n    trackback:ping=\"https:\/\/www.therobotreport.com\/physical-intelligence-open-sources-pi0-robotics-foundation-model\/trackback\/\" \/>\n<\/rdf:RDF>-->\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.therobotreport.com\/physical-intelligence-open-sources-pi0-robotics-foundation-model\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fizinis intelektas, San Francisko startuolis, surink\u0119s daugiau nei 400 milijon\u0173 doleri\u0173, paskelb\u0117 savo \u201ePI0\u201c robot\u0173 fondo model\u012f. PI0 buvo \u012fvestas prie\u0161 kelet\u0105 m\u0117nesi\u0173 ir gali b\u016bti pritaikytas prie daugyb\u0117s u\u017eduo\u010di\u0173, \u012fskaitant skalbinius sulankstomus, stalo valym\u0105, kavos pupeli\u0173 skandal\u0105 ir dar daugiau. Fizinis intelektas i\u0161leido PI0 kod\u0105 ir svorius kaip savo eksperimentin\u0117s \u201eOpenPi\u201c saugyklos \u201eGitHub\u201c dal\u012f. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2044,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[5],"tags":[4178,4177,1410,2684,493,4179,279,3648],"class_list":["post-2043","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-robotai-versle-namuose","tag-atviru","tag-fizinio","tag-fondo","tag-intelekto","tag-modelis","tag-pi0","tag-robotikos","tag-saltiniu"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/posts\/2043","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/comments?post=2043"}],"version-history":[{"count":0,"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/posts\/2043\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/media\/2044"}],"wp:attachment":[{"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/media?parent=2043"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/categories?post=2043"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/paskutinenaujiena.lt\/index.php\/wp-json\/wp\/v2\/tags?post=2043"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}