{"id":3236,"date":"2026-06-25T15:40:00","date_gmt":"2026-06-25T19:40:00","guid":{"rendered":"https:\/\/symboticstg.wpengine.com\/vi\/blog\/the-bottleneck-for-dense-storage-isnt-robot-performance-its-the-traffic\/"},"modified":"2026-07-29T16:25:58","modified_gmt":"2026-07-29T20:25:58","slug":"diem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap","status":"publish","type":"post","link":"https:\/\/www.symbotic.com\/vi\/blog\/diem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap\/","title":{"rendered":"\u0110i\u1ec3m ngh\u1ebdn c\u1ee7a h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef m\u1eadt \u0111\u1ed9 cao kh\u00f4ng ph\u1ea3i l\u00e0 hi\u1ec7u su\u1ea5t c\u1ee7a robot, m\u00e0 l\u00e0 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp.\u00a0"},"content":{"rendered":"\n<section class=\"acf-block block-insights-news-header\" id=\"block_e0af829612344bbc818fc8ffde80b13d\" data-theme=\"light\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"block-insights-news-header__media\">\n\t\t\t\t\t\t\t\t\t<figure>\n\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/SymBot-fleet2-640x427.webp\" class=\"attachment-3x2-md size-3x2-md\" alt=\"Automated green robots operate in a warehouse, moving quickly and efficiently under a structured roof.\" \/>\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"block-insights-news-header__content cms\">\n\t\t\t\n\t\t<div class=\"block-category\" id=\"block_d692f9b4464199713bebe9041c351684\">\n\t\t\t\t\t\t\t<p class=\"supertext\">Blog<\/p>\n\t\t\t\t\t<\/div>\n\t\n\n\n<h1 id=\"h-di\u1ec3m-ngh\u1ebdn-c\u1ee7a-h\u1ec7-th\u1ed1ng-l\u01b0u-tr\u1eef-m\u1eadt-d\u1ed9-cao-khong-ph\u1ea3i-la-hi\u1ec7u-su\u1ea5t-c\u1ee7a-robot-ma-la-l\u01b0u-l\u01b0\u1ee3ng-truy-c\u1eadp-nbsp\" class=\"wp-block-heading has-t-2-font-size\"><strong>\u0110i\u1ec3m ngh\u1ebdn c\u1ee7a h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef m\u1eadt \u0111\u1ed9 cao kh\u00f4ng ph\u1ea3i l\u00e0 hi\u1ec7u su\u1ea5t c\u1ee7a robot, m\u00e0 l\u00e0 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp.&nbsp;<\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00e1c gi\u1ea3: James Kuffner, Gi\u00e1m \u0111\u1ed1c C\u00f4ng ngh\u1ec7 (CTO) c\u1ee7a Symbotic<\/p>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<div class=\"single-content\">\n\t<div class=\"single-content__body cms\" id=\"block_715cbb8d037dfb69242ce125822ce328\">\n\t\t\n\n<p class=\"wp-block-paragraph\">C\u00e1c trung t\u00e2m ph\u00e2n ph\u1ed1i l\u00e0 tr\u00e1i tim c\u1ee7a chu\u1ed7i cung \u1ee9ng. Khi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1eadt l\u00fd (Physical AI) \u0111ang thay \u0111\u1ed5i c\u00e1ch h\u00e0ng h\u00f3a di chuy\u1ec3n trong m\u1ea1ng l\u01b0\u1edbi, kho h\u00e0ng c\u1ee7a t\u01b0\u01a1ng lai kh\u00f4ng ch\u1ec9 l\u00e0 t\u1eadp h\u1ee3p c\u00e1c m\u00e1y m\u00f3c nhanh ch\u00f3ng \u2014 m\u00e0 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 th\u1ed1ng nh\u1ea5t v\u00e0 g\u1eafn k\u1ebft. \u201cB\u1ed9 n\u00e3o\u201d trung t\u00e2m c\u1ee7a h\u1ec7 th\u1ed1ng \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 b\u1ea5t k\u1ef3 robot ri\u00eang l\u1ebb n\u00e0o. \u0110\u00f3 l\u00e0 l\u1edbp \u0111i\u1ec1u ph\u1ed1i, c\u00f3 nhi\u1ec7m v\u1ee5 \u0111i\u1ec1u ph\u1ed1i to\u00e0n b\u1ed9 \u0111\u1ed9i robot theo th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi th\u1ea3o lu\u1eadn v\u1ec1 t\u1ef1 \u0111\u1ed9ng h\u00f3a kho h\u00e0ng, ch\u00fang ta th\u01b0\u1eddng quan t\u00e2m \u0111\u1ebfn c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u1ee7a t\u1eebng robot: s\u1ed1 th\u00f9ng h\u00e0ng m\u1ed7i gi\u1edd, t\u1ea3i tr\u1ecdng, \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u1eb7t h\u00e0ng, t\u1ed1c \u0111\u1ed9 t\u1ed1i \u0111a. Nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0y r\u1ea5t quan tr\u1ecdng. Tuy nhi\u00ean, trong c\u00e1c h\u1ec7 th\u1ed1ng x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng hi\u1ec7n \u0111\u1ea1i, m\u1eadt \u0111\u1ed9 cao, ch\u1ec9 s\u1ed1 th\u1ef1c s\u1ef1 quy\u1ebft \u0111\u1ecbnh n\u0103ng su\u1ea5t hi\u1ebfm khi l\u00e0 t\u1ed1c \u0111\u1ed9 di chuy\u1ec3n c\u1ee7a m\u1ed9t robot ri\u00eang l\u1ebb. Thay v\u00e0o \u0111\u00f3, \u0111\u00f3 l\u00e0 m\u1ee9c \u0111\u1ed9 hi\u1ec7u qu\u1ea3 m\u00e0 m\u1ed9t \u0111\u1ed9i robot \u2014 th\u01b0\u1eddng c\u00f3 s\u1ed1 l\u01b0\u1ee3ng l\u00ean \u0111\u1ebfn h\u01a1n m\u1ed9t ngh\u00ecn chi\u1ebfc \u2014 ph\u1ed1i h\u1ee3p c\u00e1c chuy\u1ec3n \u0111\u1ed9ng c\u1ee7a m\u00ecnh khi ch\u00fang c\u00f9ng di chuy\u1ec3n trong m\u1ed9t kh\u00f4ng gian chung c\u00f3 gi\u1edbi h\u1ea1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00f3i c\u00e1ch kh\u00e1c, \u0111i\u1ec3m ngh\u1ebdn trong hi\u1ec7u qu\u1ea3 t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00f4ng ph\u1ea3i l\u00e0 robot. M\u00e0 ch\u00ednh l\u00e0 l\u01b0u l\u01b0\u1ee3ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng h\u01a1n m\u1ed7i n\u0103m khi r\u00f5 r\u00e0ng r\u1eb1ng t\u01b0\u01a1ng lai c\u1ee7a vi\u1ec7c ho\u00e0n t\u1ea5t \u0111\u01a1n h\u00e0ng t\u1ef1 \u0111\u1ed9ng h\u00f3a bao g\u1ed3m l\u01b0u tr\u1eef m\u1eadt \u0111\u1ed9 cao v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng nh\u1ecf g\u1ecdn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ec1n kinh t\u1ebf \u0111\u00f2i h\u1ecfi l\u01b0u tr\u1eef m\u1eadt \u0111\u1ed9 cao. Kh\u00e1ch h\u00e0ng c\u1ee7a Symbotic mu\u1ed1n c\u00f3 th\u00eam dung l\u01b0\u1ee3ng trong di\u1ec7n t\u00edch kho hi\u1ec7n c\u00f3 c\u1ee7a h\u1ecd. H\u1ecd mu\u1ed1n tr\u00e1nh chi ph\u00ed x\u00e2y d\u1ef1ng m\u1edbi. H\u1ecd mu\u1ed1n h\u00e0ng h\u00f3a \u01b0u ti\u00ean cao nh\u1ea5t c\u1ee7a h\u1ecd \u0111i theo l\u1ed9 tr\u00ecnh ng\u1eafn nh\u1ea5t c\u00f3 th\u1ec3. N\u1ec1n t\u1ea3ng c\u1ee7a ch\u00fang t\u00f4i \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean t\u01b0\u01a1ng lai \u0111\u00f3 b\u1eb1ng c\u00e1ch cho ph\u00e9p l\u01b0u tr\u1eef nhi\u1ec1u h\u01a1n tr\u00ean m\u1ed7i foot kh\u1ed1i, linh ho\u1ea1t h\u01a1n tr\u00ean m\u1ed7i robot v\u00e0 th\u1ef1c hi\u1ec7n nhi\u1ec1u c\u00f4ng vi\u1ec7c h\u01a1n trong kh\u00f4ng gian \u00edt h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, m\u1eadt \u0111\u1ed9 cao c\u0169ng \u0111i k\u00e8m v\u1edbi m\u1ed9t s\u1ef1 \u0111\u00e1nh \u0111\u1ed5i quan tr\u1ecdng. B\u1ea1n x\u1ebfp h\u00e0ng trong kho c\u00e0ng d\u00e0y \u0111\u1eb7c, robot c\u1ee7a b\u1ea1n c\u00e0ng c\u00f3 \u00edt kh\u00f4ng gian \u0111\u1ec3 di chuy\u1ec3n \u2014 v\u00e0 l\u1edbp \u0111i\u1ec1u ph\u1ed1i \u0111\u1ed9i robot c\u1ee7a b\u1ea1n c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng. \u0110\u00e2y l\u00e0 n\u01a1i m\u00e0 AI v\u1eadt l\u00fd x\u1ee9ng \u0111\u00e1ng v\u1edbi t\u00ean g\u1ecdi c\u1ee7a n\u00f3: kh\u00f4ng ph\u1ea3i \u1edf chuy\u1ec3n \u0111\u1ed9ng c\u01a1 h\u1ecdc c\u1ee7a m\u1ed9t t\u00e0i s\u1ea3n \u0111\u01a1n l\u1ebb, m\u00e0 \u1edf tr\u00ed tu\u1ec7 v\u00e0 kh\u1ea3 n\u0103ng h\u00e0nh \u0111\u1ed9ng c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nh\u1eadn th\u1ee9c, l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 th\u00edch \u1ee9ng tr\u00ean h\u00e0ng tr\u0103m b\u1ed9 ph\u1eadn chuy\u1ec3n \u0111\u1ed9ng.<\/p>\n\n\n\n<h2 id=\"h-di\u1ec1u-ph\u1ed1i-\u1edf-quy-mo-d\u1ed9i-robot-th\u1ef1c-s\u1ef1-co-y-nghia-nh\u01b0-th\u1ebf-nao-nbsp\" class=\"wp-block-heading has-t-5-font-size\"><mark class=\"has-inline-color has-green-color\"><strong>\u0110i\u1ec1u ph\u1ed1i \u1edf quy m\u00f4 \u0111\u1ed9i robot th\u1ef1c s\u1ef1 c\u00f3 \u00fd ngh\u0129a nh\u01b0 th\u1ebf n\u00e0o&nbsp;<\/strong><\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1ea1i m\u1ed9t h\u1ec7 th\u1ed1ng Symbotic \u0111\u00e3 \u0111i v\u00e0o ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh, m\u1ed7i robot di \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng SymBot\u00ae c\u00f3 th\u1ec3 di chuy\u1ec3n t\u1edbi 50 d\u1eb7m m\u1ed7i ng\u00e0y. T\u1ea1i m\u1ed9t c\u01a1 s\u1edf quy m\u00f4 l\u1edbn, h\u01a1n 1.500 robot SymBot v\u1eadn chuy\u1ec3n h\u00e0ng tr\u0103m ngh\u00ecn th\u00f9ng h\u00e0ng qua nhi\u1ec1u t\u1ea7ng l\u01b0u tr\u1eef, v\u1edbi h\u01a1n 100 robot ho\u1ea1t \u0111\u1ed9ng tr\u00ean m\u1ed7i t\u1ea7ng. Khi c\u00e1c \u0111\u01a1n h\u00e0ng xu\u1ea5t kho \u0111\u1ebfn, h\u1ec7 th\u1ed1ng ph\u1ea3i quy\u1ebft \u0111\u1ecbnh trong th\u1eddi gian th\u1ef1c n\u01a1i l\u01b0u tr\u1eef t\u1eebng th\u00f9ng h\u00e0ng, robot n\u00e0o s\u1ebd \u0111i l\u1ea5y n\u00f3, v\u1ecb tr\u00ed c\u1ee7a c\u00e1c th\u00f9ng h\u00e0ng \u01b0u ti\u00ean trong s\u1ed1 \u0111\u00f3, v\u00e0 l\u1ed9 tr\u00ecnh t\u1ed1i \u01b0u m\u00e0 m\u1ed7i robot n\u00ean \u0111i \u2014 \u0111\u1ed3ng th\u1eddi \u0111\u1ea3m b\u1ea3o kh\u00f4ng x\u1ea3y ra va ch\u1ea1m hay \u00f9n t\u1eafc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gi\u1eefa c\u00e1c bi\u1ebfn s\u1ed1 v\u1ec1 v\u1ecb tr\u00ed l\u01b0u tr\u1eef, ph\u00e2n c\u00f4ng nhi\u1ec7m v\u1ee5 v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch l\u1ed9 tr\u00ecnh, m\u1ed9t h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd \u0111\u1ed9i robot c\u00f3 th\u1ec3 \u0111\u01b0a ra h\u00e0ng ngh\u00ecn t\u1ef7 l\u1ef1a ch\u1ecdn m\u1ed7i ng\u00e0y. Trong tr\u01b0\u1eddng h\u1ee3p ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd \u0111\u1ed9i robot c\u1ee7a Symbotic \u2014 h\u00e0ng t\u1ef7 kh\u1ea3 n\u0103ng trong s\u1ed1 \u0111\u00f3 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 m\u1ed7i gi\u00e2y, tr\u00ean h\u00e0ng tr\u0103m l\u00f5i B\u1ed9 x\u1eed l\u00fd trung t\u00e2m (CPU) ch\u1ea1y song song v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch l\u1ea1i kho\u1ea3ng m\u1ed7i n\u0103m gi\u00e2y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Phi\u00ean b\u1ea3n c\u1ed5 \u0111i\u1ec3n c\u1ee7a v\u1ea5n \u0111\u1ec1 n\u00e0y trong khoa h\u1ecdc m\u00e1y t\u00ednh \u2014 t\u00ecm \u0111\u01b0\u1eddng t\u1ed1i \u01b0u cho nhi\u1ec1u t\u00e1c nh\u00e2n (MAPF) \u2014 l\u00e0 m\u1ed9t b\u00e0i to\u00e1n NP-kh\u00f3. N\u00f3i m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u, \u0111i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 v\u1ea5n \u0111\u1ec1 n\u00e0y \u1edf quy m\u00f4 l\u1edbn c\u00f3 l\u1ebd kh\u00f4ng th\u1ec3 gi\u1ea3i quy\u1ebft m\u1ed9t c\u00e1ch t\u1ed1i \u01b0u. Ngay c\u1ea3 v\u1edbi ph\u1ea7n c\u1ee9ng ti\u00ean ti\u1ebfn, \u0111i\u1ec1u t\u1ed1t nh\u1ea5t b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m l\u00e0 c\u1ed1 g\u1eafng t\u00ednh to\u00e1n nhanh c\u00e1c gi\u1ea3i ph\u00e1p c\u1eadn t\u1ed1i \u01b0u ch\u1ea5t l\u01b0\u1ee3ng cao.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec3m m\u1ea5u ch\u1ed1t l\u00e0 \u0111\u00e2y l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt ho\u00e0n to\u00e0n kh\u00e1c so v\u1edbi vi\u1ec7c l\u00e0m cho t\u1eebng robot di chuy\u1ec3n nhanh h\u01a1n. \u0110\u00e2y l\u00e0 v\u1ea5n \u0111\u1ec1 v\u1ec1 quy m\u00f4 v\u00e0 vi\u1ec7c \u0111i\u1ec1u ph\u1ed1i c\u00e1c l\u1ef1a ch\u1ecdn: robot n\u00e0o l\u00ean k\u1ebf ho\u1ea1ch di chuy\u1ec3n tr\u01b0\u1edbc, \u0111\u01b0\u1eddng \u0111i c\u1ee7a robot n\u00e0o tr\u1edf th\u00e0nh ch\u01b0\u1edbng ng\u1ea1i v\u1eadt di \u0111\u1ed9ng \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c robot kh\u00e1c, v\u00e0 c\u00e1c thu\u1eadt to\u00e1n t\u00ecm \u0111\u01b0\u1eddng heuristic n\u00e0o \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng khi \u0111i\u1ec1u ki\u1ec7n thay \u0111\u1ed5i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1ec1 c\u01a1 b\u1ea3n, \u0111\u00e2y l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 m\u00e0 tr\u1ef1c gi\u00e1c th\u00f4ng th\u01b0\u1eddng \u2014 r\u1eb1ng m\u1ecdi robot lu\u00f4n ph\u1ea3i \u0111i theo \u0111\u01b0\u1eddng \u0111i ng\u1eafn nh\u1ea5t \u0111\u1ec3 \u0111\u1ebfn \u0111\u00edch \u2014 th\u01b0\u1eddng h\u00f3a ra l\u00e0 sai.<\/p>\n\n\n\n<div class=\"block-media\" id=\"block_041ac15a1d5df6db212bfe7ac5e9ddf0\">\n\t<figure class=\"component-media component-media--image\">\n\t\t\t\t<div class=\"component-media__image\">\n\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-640x427.webp\" class=\"attachment-3x2-md size-3x2-md\" alt=\"Giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3 h\u1ecda hi\u1ec3n th\u1ecb nh\u1eadt k\u00fd ho\u1ea1t \u0111\u1ed9ng m\u1ea1ng b\u1eb1ng c\u00e1c thanh ngang v\u00e0 d\u1ecdc v\u1edbi nhi\u1ec1u m\u00e0u s\u1eafc kh\u00e1c nhau.\" srcset=\"https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-640x427.webp 640w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-300x200.webp 300w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-1024x683.webp 1024w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-768x512.webp 768w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-1536x1024.webp 1536w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-1620x1080.webp 1620w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3-350x233.webp 350w, https:\/\/www.symbotic.com\/vi\/wp-content\/uploads\/sites\/10\/2026\/07\/Traffic-mapping-3.webp 1800w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/figure>\n<\/div>\n\n\n\n<h2 id=\"h-nh\u1eefng-gi-chung-toi-h\u1ecdc-d\u01b0\u1ee3c-t\u1eeb-mit-nbsp\" class=\"wp-block-heading has-t-5-font-size\"><strong><mark class=\"has-inline-color has-green-color\"><strong>Nh\u1eefng g\u00ec ch\u00fang t\u00f4i h\u1ecdc \u0111\u01b0\u1ee3c t\u1eeb MIT&nbsp;<\/strong><\/mark><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 \u2014 do ch\u00ednh Brandon Araki v\u00e0 Jingkai Chen c\u1ee7a Symbotic th\u1ef1c hi\u1ec7n m\u1ed9t ph\u1ea7n, h\u1ee3p t\u00e1c v\u1edbi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i MIT v\u00e0 \u0111\u01b0\u1ee3c \u0111\u0103ng tr\u00ean T\u1ea1p <a href=\"https:\/\/jair.org\/index.php\/jair\/article\/view\/20611\" target=\"_blank\" rel=\"noreferrer noopener\">ch\u00ed Nghi\u00ean c\u1ee9u Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o<\/a> \u2014 minh h\u1ecda cho v\u1ea5n \u0111\u1ec1 n\u00e0y. B\u00e0i b\u00e1o m\u00f4 t\u1ea3 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u0103ng c\u01b0\u1eddng ch\u1ee7 \u0111\u1ed9ng quy\u1ebft \u0111\u1ecbnh robot n\u00e0o c\u00f3 \u01b0u ti\u00ean khi \u0111\u1ed9i robot \u0111ang l\u1eadp l\u1ea1i l\u1ed9 tr\u00ecnh. Nghi\u00ean c\u1ee9u \u0111\u00e3 so s\u00e1nh ph\u01b0\u01a1ng ph\u00e1p n\u00e0y v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng th\u1ee9 t\u1ef1 \u01b0u ti\u00ean ng\u1eabu nhi\u00ean m\u1eb7c \u0111\u1ecbnh trong c\u00e1c m\u00f4i tr\u01b0\u1eddng kho h\u00e0ng d\u00e0y \u0111\u1eb7c \u0111\u01b0\u1ee3c m\u00f4 ph\u1ecfng. Nh\u00f3m nghi\u00ean c\u1ee9u ph\u00e1t hi\u1ec7n ra r\u1eb1ng ch\u00ednh s\u00e1ch \u01b0u ti\u00ean ch\u1ee7 \u0111\u1ed9ng \u0111\u00e3 c\u1ea3i thi\u1ec7n t\u1ed5ng th\u00f4ng l\u01b0\u1ee3ng trung b\u00ecnh l\u00ean 25%. V\u00e0 kho\u1ea3ng c\u00e1ch n\u00e0y c\u00e0ng gia t\u0103ng khi \u0111i\u1ec1u ki\u1ec7n l\u01b0u tr\u1eef m\u00f4 ph\u1ecfng tr\u1edf n\u00ean d\u00e0y \u0111\u1eb7c h\u01a1n v\u00e0 c\u00e1c l\u1ed1i \u0111i h\u1eb9p h\u01a1n \u2014 ch\u00ednh x\u00e1c l\u00e0 nh\u1eefng \u0111i\u1ec1u ki\u1ec7n m\u00e0 c\u00e1c robot c\u1ee7a ch\u00fang t\u00f4i ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u1eadt th\u00fa v\u1ecb khi ph\u00e2n t\u00edch nh\u1eefng c\u00e1ch th\u1ee9c tr\u00e1i v\u1edbi tr\u1ef1c gi\u00e1c m\u00e0 thu\u1eadt to\u00e1n qu\u1ea3n l\u00fd \u0111\u1ed9i robot n\u00e0y \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t cao. V\u00ed d\u1ee5, ph\u1ea7n m\u1ec1m \u0111\u00f4i khi s\u1ebd ch\u1ec9 \u0111\u1ea1o m\u1ed9t robot l\u00f9i l\u1ea1i kh\u1ecfi m\u1ee5c ti\u00eau c\u1ee7a m\u00ecnh \u0111\u1ec3 nh\u01b0\u1eddng \u0111\u01b0\u1eddng cho m\u1ed9t robot c\u00f3 m\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean cao h\u01a1n \u0111i qua l\u1ed1i \u0111i ch\u1eadt h\u1eb9p, sau \u0111\u00f3 ti\u1ebfp t\u1ee5c l\u1ed9 tr\u00ecnh c\u1ee7a m\u00ecnh khi l\u1ed1i \u0111i \u0111\u00e3 th\u00f4ng tho\u00e1ng. \u1ede g\u00f3c \u0111\u1ed9 c\u1ee5c b\u1ed9, \u0111\u00f3 c\u00f3 v\u1ebb l\u00e0 m\u1ed9t \u0111\u1ed9ng th\u00e1i sai l\u1ea7m. Tuy nhi\u00ean, \u1edf g\u00f3c \u0111\u1ed9 t\u1ed5ng th\u1ec3, v\u1edbi h\u00e0ng tr\u0103m robot chia s\u1ebb kh\u00f4ng gian h\u1eefu h\u1ea1n, \u0111\u00f3 th\u1ef1c s\u1ef1 l\u00e0 c\u00e1ch m\u00e0 \u0111\u1ed9i robot duy tr\u00ec n\u0103ng su\u1ea5t cao h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1eadn th\u1ee9c n\u00e0y ph\u00f9 h\u1ee3p v\u1edbi c\u00e1ch h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 xem x\u00e9t vi\u1ec7c \u01b0u ti\u00ean. M\u1ed7i th\u00f9ng h\u00e0ng m\u00e0 h\u1ec7 th\u1ed1ng x\u1eed l\u00fd trong kho \u0111\u1ec1u c\u00f3 th\u1eddi h\u1ea1n th\u1ef1c t\u1ebf, d\u00f9 \u0111\u00f3 l\u00e0 th\u1eddi gian xu\u1ea5t ph\u00e1t c\u1ee7a xe t\u1ea3i hay th\u1eddi h\u1ea1n c\u1ee7a kh\u00e1ch h\u00e0ng. C\u00e1c th\u00f4ng s\u1ed1 \u0111\u00f3 t\u1ea1o ra m\u1ed9t c\u1ea5u tr\u00fac \u01b0u ti\u00ean t\u1ef1 nhi\u00ean: nh\u1eefng th\u00f9ng h\u00e0ng c\u1ea7n \u0111\u01b0\u1ee3c v\u1eadn chuy\u1ec3n kh\u1ea9n c\u1ea5p nh\u1ea5t s\u1ebd quy\u1ebft \u0111\u1ecbnh robot n\u00e0o n\u00ean \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh m\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean. Khi c\u00e1c robot c\u00f3 m\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean cao \u0111\u00e3 t\u00ednh to\u00e1n \u0111\u01b0\u1ee3c l\u1ed9 tr\u00ecnh di chuy\u1ec3n ng\u1eafn nh\u1ea5t, ch\u00fang s\u1ebd tr\u1edf th\u00e0nh nh\u1eefng ch\u01b0\u1edbng ng\u1ea1i v\u1eadt di chuy\u1ec3n c\u1ea3 v\u1ec1 kh\u00f4ng gian l\u1eabn th\u1eddi gian \u0111\u1ed1i v\u1edbi m\u1ecdi robot kh\u00e1c trong h\u1ec7 th\u1ed1ng. \u0110\u00f3 l\u00e0 s\u1ef1 ph\u1ed1i h\u1ee3p ph\u1ee9c t\u1ea1p \u1edf m\u1ee9c \u0111\u1ed9 cao nh\u1ea5t.<\/p>\n\n\n\n<h2 id=\"h-hi\u1ec7u-\u1ee9ng-c\u1ed9ng-h\u01b0\u1edfng-nbsp\" class=\"wp-block-heading has-t-5-font-size\"><mark class=\"has-inline-color has-green-color\"><strong>Hi\u1ec7u \u1ee9ng c\u1ed9ng h\u01b0\u1edfng&nbsp;<\/strong><\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1eadu qu\u1ea3 chi\u1ebfn l\u01b0\u1ee3c ch\u00ednh l\u00e0 c\u00e1i m\u00e0 ch\u00fang t\u00f4i g\u1ecdi l\u00e0 \u201cv\u00f2ng xo\u00e1y t\u00edch c\u1ef1c\u201d. S\u1ef1 ph\u1ed1i h\u1ee3p th\u00f4ng minh h\u01a1n \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c ho\u00e0n th\u00e0nh nhi\u1ec1u c\u00f4ng vi\u1ec7c h\u01a1n v\u1edbi \u00edt robot h\u01a1n. S\u1ed1 l\u01b0\u1ee3ng robot \u00edt h\u01a1n trong kh\u00f4ng gian h\u1eefu h\u1ea1n \u0111\u1ed3ng ngh\u0129a v\u1edbi \u0111\u01b0\u1eddng \u0111i trung b\u00ecnh ng\u1eafn h\u01a1n. \u0110\u01b0\u1eddng \u0111i ng\u1eafn h\u01a1n gi\u1ea3i ph\u00f3ng kh\u00f4ng gian c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tr\u1ea3 l\u1ea1i kho, t\u1eeb \u0111\u00f3 t\u0103ng m\u1eadt \u0111\u1ed9 l\u01b0u tr\u1eef. M\u1eadt \u0111\u1ed9 cao h\u01a1n l\u00e0m t\u0103ng gi\u00e1 tr\u1ecb c\u1ee7a m\u1ed7i feet kh\u1ed1i d\u01b0\u1edbi m\u00e1i nh\u00e0. V\u00e0 ch\u00ednh s\u1ef1 ph\u1ed1i h\u1ee3p th\u00f4ng minh \u0111\u00e3 t\u1ea1o ra \u0111i\u1ec1u n\u00e0y c\u0169ng m\u1edf r\u1ed9ng quy m\u00f4 c\u00f9ng v\u1edbi h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u00ednh hi\u1ec7u \u1ee9ng c\u1ed9ng h\u01b0\u1edfng n\u00e0y l\u00e0 l\u00fd do t\u1ea1i sao Symbotic \u0111\u1ea7u t\u01b0 \u0111\u1ed3ng th\u1eddi tr\u00ean nhi\u1ec1u m\u1eb7t tr\u1eadn. S\u1ef1 \u0111i\u1ec1u ph\u1ed1i th\u00f4ng minh h\u01a1n v\u1ec1 l\u01b0u tr\u1eef, ph\u00e2n c\u00f4ng nhi\u1ec7m v\u1ee5 v\u00e0 \u0111\u1ecbnh tuy\u1ebfn l\u00e0 m\u1ed9t kh\u00eda c\u1ea1nh. <a href=\"https:\/\/www.symbotic.com\/news\/symbotic-and-nyobolt-announce-new-performance-improving-power-technology-for-symbot-autonomous-mobile-robots\/\" target=\"_blank\" rel=\"noreferrer noopener\">C\u00f4ng ngh\u1ec7 pin Nyobolt m\u1edbi cung c\u1ea5p n\u0103ng l\u01b0\u1ee3ng cho c\u00e1c SymBots c\u1ee7a ch\u00fang t\u00f4i<\/a> \u2014 v\u1edbi dung l\u01b0\u1ee3ng n\u0103ng l\u01b0\u1ee3ng g\u1ea5p s\u00e1u l\u1ea7n so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc \u2014 c\u0169ng l\u00e0 m\u1ed9t kh\u00eda c\u1ea1nh kh\u00e1c. M\u1eadt \u0111\u1ed9 n\u0103ng l\u01b0\u1ee3ng t\u0103ng cao cho ph\u00e9p h\u1ec7 th\u1ed1ng kh\u00f4ng c\u1ea7n th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 s\u1ea1c \u2014 gi\u00fap m\u1ed7i robot th\u1ef1c hi\u1ec7n nhi\u1ec1u c\u00f4ng vi\u1ec7c h\u01a1n gi\u1eefa c\u00e1c l\u1ea7n chuy\u1ec3n giao v\u00e0 duy tr\u00ec t\u1ed5ng th\u1eddi gian di chuy\u1ec3n c\u1ee7a to\u00e0n b\u1ed9 \u0111\u1ed9i robot \u1edf m\u1ee9c th\u1ea5p. M\u1ed7i \u0111i\u1ec3m ph\u1ea7n tr\u0103m hi\u1ec7u qu\u1ea3 m\u00e0 ch\u00fang t\u00f4i khai th\u00e1c \u0111\u01b0\u1ee3c th\u00f4ng qua tr\u00ed tu\u1ec7 ph\u1ea7n m\u1ec1m ho\u1eb7c kh\u1ea3 n\u0103ng ph\u1ea7n c\u1ee9ng \u0111\u1ec1u t\u1ea1o ra hi\u1ec7u \u1ee9ng c\u1ed9ng h\u01b0\u1edfng v\u1edbi m\u1ecdi c\u1ea3i ti\u1ebfn kh\u00e1c c\u1ee7a h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n<h2 id=\"h-t\u1ea1i-sao-chung-toi-cong-b\u1ed1-nbsp\" class=\"wp-block-heading has-t-5-font-size\"><mark class=\"has-inline-color has-green-color\"><strong>T\u1ea1i sao ch\u00fang t\u00f4i c\u00f4ng b\u1ed1&nbsp;<\/strong><\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00f3 m\u1ed9t phi\u00ean b\u1ea3n c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p n\u00e0y, trong \u0111\u00f3 c\u00e1c c\u00f4ng ty coi nh\u1eefng \u0111\u1ed9t ph\u00e1 trong nghi\u00ean c\u1ee9u l\u00e0 b\u00ed m\u1eadt th\u01b0\u01a1ng m\u1ea1i. Ch\u00fang t\u00f4i \u0111\u00e3 \u0111\u01b0a ra m\u1ed9t l\u1ef1a ch\u1ecdn kh\u00e1c. Ch\u00fang t\u00f4i h\u1ee3p t\u00e1c v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c nghi\u00ean c\u1ee9u h\u00e0ng \u0111\u1ea7u nh\u01b0 MIT v\u00ec ch\u00fang t\u00f4i tin r\u1eb1ng con \u0111\u01b0\u1eddng \u0111\u01b0a tr\u00ed tu\u1ec7 v\u1eadt l\u00fd t\u1ed1t h\u01a1n v\u00e0o chu\u1ed7i cung \u1ee9ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1ea9y nhanh khi khoa h\u1ecdc \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n m\u1ed9t c\u00e1ch c\u1edfi m\u1edf.<\/p>\n\n\n\n<h2 id=\"h-t\u1ea1i-sao-l\u1ea1i-la-s\u1ef1-h\u1ed9i-t\u1ee5-vao-th\u1eddi-di\u1ec3m-nay-nbsp\" class=\"wp-block-heading has-t-5-font-size\"><mark class=\"has-inline-color has-green-color\"><strong><strong>T\u1ea1i sao l\u1ea1i l\u00e0 s\u1ef1 h\u1ed9i t\u1ee5 v\u00e0o th\u1eddi \u0111i\u1ec3m n\u00e0y?&nbsp;<\/strong><\/strong><\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u00e1ch th\u1ee9c n\u00e0y kh\u00f4ng c\u00f2n mang t\u00ednh l\u00fd thuy\u1ebft n\u1eefa. V\u1edbi vi\u1ec7c ng\u00e0y c\u00e0ng \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i c\u00e1c h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef v\u00e0 truy xu\u1ea5t t\u1ef1 \u0111\u1ed9ng c\u00f9ng robot trong to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng n\u1ec1n t\u1ea3ng hi\u1ec7n \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ee7 \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1eadt l\u00fd \u2014 kh\u00f4ng ch\u1ec9 cho t\u1eebng m\u00e1y m\u00f3c ri\u00eang l\u1ebb, m\u00e0 c\u00f2n cho vi\u1ec7c \u0111i\u1ec1u ph\u1ed1i to\u00e0n b\u1ed9 \u0111\u1ed9i xe.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u1ea7n m\u1ec1m hi\u1ec7n nay \u0111\u00e3 s\u1edf h\u1eefu c\u00e1c m\u00f4 h\u00ecnh suy lu\u1eadn m\u1ea1nh m\u1ebd v\u1edbi kh\u1ea3 n\u0103ng \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u01b0\u1ee3t tr\u1ed9i. Vi\u1ec7c hi\u1ec3u d\u1eef li\u1ec7u t\u1eeb h\u00e0ng ngh\u00ecn lu\u1ed3ng d\u1eef li\u1ec7u gi\u1edd \u0111\u00e2y \u0111\u00e3 tr\u1edf n\u00ean kh\u1ea3 thi. Trong v\u00e0i n\u0103m t\u1edbi, ch\u00fang ta s\u1ebd ch\u1ee9ng ki\u1ebfn s\u1ef1 h\u1ed9i t\u1ee5 c\u1ee7a c\u00e1c kh\u1ea3 n\u0103ng v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng ti\u00ean ti\u1ebfn nh\u1ea5t, c\u00f3 th\u1ec3 suy lu\u1eadn trong b\u1ed1i c\u1ea3nh v\u00f4 c\u00f9ng r\u1ed9ng l\u1edbn n\u00e0y, m\u1edf ra nh\u1eefng c\u1ea5p \u0111\u1ed9 m\u1edbi v\u1ec1 suy lu\u1eadn, d\u1ef1 \u0111o\u00e1n v\u00e0 ra quy\u1ebft \u0111\u1ecbnh th\u00edch \u1ee9ng trong m\u00f4i tr\u01b0\u1eddng kho h\u00e0ng v\u1ed1n ph\u1ee9c t\u1ea1p, \u0111\u1ed9ng v\u00e0 kh\u00f4ng ho\u00e0n h\u1ea3o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c d\u1ef1 \u00e1n h\u1ea1 t\u1ea7ng v\u1eadt l\u00fd m\u1ea5t nhi\u1ec1u n\u0103m \u0111\u1ec3 ho\u00e0n th\u00e0nh. Kh\u1ea3 n\u0103ng AI v\u00e0o n\u0103m 2030 s\u1ebd v\u01b0\u1ee3t xa so v\u1edbi n\u0103m 2026. C\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o ph\u1ea3i thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng ho\u00e0n thi\u1ec7n \u0111\u01a1n h\u00e0ng ngay t\u1eeb h\u00f4m nay sao cho s\u1eb5n s\u00e0ng v\u1ec1 ph\u1ea7n c\u1ee9ng cho \u201cb\u1ed9 n\u00e3o ph\u1ea7n m\u1ec1m\u201d c\u1ee7a t\u01b0\u01a1ng lai \u2014 v\u00e0 n\u01a1i \u0111\u01a1n v\u1ecb \u0111o l\u01b0\u1eddng tr\u00ed tu\u1ec7 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh \u1edf c\u1ea5p \u0111\u1ed9 \u0111\u1ed9i m\u00e1y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u01b0\u01a1ng lai c\u1ee7a l\u0129nh v\u1ef1c ho\u00e0n t\u1ea5t \u0111\u01a1n h\u00e0ng l\u00e0 s\u1ef1 t\u00edch h\u1ee3p d\u00e0y \u0111\u1eb7c. C\u00e1c doanh nghi\u1ec7p th\u00e0nh c\u00f4ng trong b\u1ed1i c\u1ea3nh n\u00e0y s\u1ebd l\u00e0 nh\u1eefng doanh nghi\u1ec7p t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 v\u00e0o \u0111\u1ed9i xe m\u00e1y m\u00f3c k\u1ebft n\u1ed1i \u0111ang th\u1ef1c hi\u1ec7n c\u00e1c c\u00f4ng vi\u1ec7c h\u1eefu \u00edch. \u0110\u00f3 ch\u00ednh l\u00e0 s\u1ef1 ph\u1ed1i h\u1ee3p m\u00e0 ch\u00fang t\u00f4i \u0111ang h\u01b0\u1edbng t\u1edbi, v\u00e0 l\u00e0 l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u m\u00e0 ch\u00fang t\u00f4i t\u1ef1 h\u00e0o \u0111\u01b0\u1ee3c tham gia.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.symbotic.com\/vi\/lien-he-voi-chung-toi\/\" id=\"435\" target=\"_blank\" rel=\"noreferrer noopener\">H\u00e3y li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i ngay h\u00f4m nay \u0111\u1ec3 \u0111\u1eb7t l\u1ecbch tr\u00ecnh tr\u1ea3i nghi\u1ec7m demo.<\/a>\u00a0<br><\/p>\n\n\n\t\t\n<div class=\"social-share\">\n\t\t\t<span>Chia s\u1ebb<\/span>\n\t\t<div class=\"social-share__icons\">\n\t\t<a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.symbotic.com%2Fvi%2Fblog%2Fdiem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap%2F\" class=\"icon-social icon-social--facebook\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">Facebook<\/span>\n\t\t<\/a>\n\t\t<a href=\"https:\/\/twitter.com\/intent\/tweet?text=%C4%90i%E1%BB%83m%20ngh%E1%BA%BDn%20c%E1%BB%A7a%20h%E1%BB%87%20th%E1%BB%91ng%20l%C6%B0u%20tr%E1%BB%AF%20m%E1%BA%ADt%20%C4%91%E1%BB%99%20cao%20kh%C3%B4ng%20ph%E1%BA%A3i%20l%C3%A0%20hi%E1%BB%87u%20su%E1%BA%A5t%20c%E1%BB%A7a%20robot%2C%20m%C3%A0%20l%C3%A0%20l%C6%B0u%20l%C6%B0%E1%BB%A3ng%20truy%20c%E1%BA%ADp.%C2%A0&#038;url=https%3A%2F%2Fwww.symbotic.com%2Fvi%2Fblog%2Fdiem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap%2F&#038;via=Symbotic%20%28Vietnamese%29\" class=\"icon-social icon-social--x\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">\n\t\t\t\tX\t\t\t<\/span>\n\t\t<\/a>\n\t\t<a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.symbotic.com%2Fvi%2Fblog%2Fdiem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap%2F&#038;title=%C4%90i%E1%BB%83m%20ngh%E1%BA%BDn%20c%E1%BB%A7a%20h%E1%BB%87%20th%E1%BB%91ng%20l%C6%B0u%20tr%E1%BB%AF%20m%E1%BA%ADt%20%C4%91%E1%BB%99%20cao%20kh%C3%B4ng%20ph%E1%BA%A3i%20l%C3%A0%20hi%E1%BB%87u%20su%E1%BA%A5t%20c%E1%BB%A7a%20robot%2C%20m%C3%A0%20l%C3%A0%20l%C6%B0u%20l%C6%B0%E1%BB%A3ng%20truy%20c%E1%BA%ADp.%C2%A0&#038;source=Symbotic%20%28Vietnamese%29\" class=\"icon-social icon-social--linkedin\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">LinkedIn<\/span>\n\t\t<\/a>\n\t\t<!--email_off--><a href=\"mailto:?subject=%C4%90i%E1%BB%83m%20ngh%E1%BA%BDn%20c%E1%BB%A7a%20h%E1%BB%87%20th%E1%BB%91ng%20l%C6%B0u%20tr%E1%BB%AF%20m%E1%BA%ADt%20%C4%91%E1%BB%99%20cao%20kh%C3%B4ng%20ph%E1%BA%A3i%20l%C3%A0%20hi%E1%BB%87u%20su%E1%BA%A5t%20c%E1%BB%A7a%20robot%2C%20m%C3%A0%20l%C3%A0%20l%C6%B0u%20l%C6%B0%E1%BB%A3ng%20truy%20c%E1%BA%ADp.%C2%A0&#038;body=https%3A%2F%2Fwww.symbotic.com%2Fvi%2Fblog%2Fdiem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap%2F\" class=\"icon-social icon-social--email\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">Email<\/span>\n\t\t<\/a><!--\/email_off-->\n\t<\/div>\n<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>C\u00e1c c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a kho h\u00e0ng nh\u01b0 AGV, AMR, VGV v\u00e0 ASRS \u0111\u1ec1u s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh v\u1ecb ri\u00eang bi\u1ec7t \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c vai tr\u00f2 v\u1eadn h\u00e0nh c\u1ee5 th\u1ec3. Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c th\u00e0nh ph\u1ea7n ri\u00eang l\u1ebb n\u00e0y t\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a li\u1ec1n m\u1ea1ch, to\u00e0n di\u1ec7n, gi\u00fap chuy\u1ec3n \u0111\u1ed5i logistics truy\u1ec1n th\u1ed1ng th\u00e0nh m\u1ed9t m\u00f4i tr\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 cao.<\/p>\n","protected":false},"author":16,"featured_media":3238,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"editor_notices":[],"footnotes":""},"categories":[22],"tags":[],"content_type":[],"class_list":["post-3236","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.2 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u0110i\u1ec3m ngh\u1ebdn c\u1ee7a h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef m\u1eadt \u0111\u1ed9 cao kh\u00f4ng ph\u1ea3i l\u00e0 hi\u1ec7u su\u1ea5t c\u1ee7a robot, m\u00e0 l\u00e0 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp.\u00a0 - Symbotic (Vietnamese)<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.symbotic.com\/vi\/blog\/diem-nghen-cua-he-thong-luu-tru-mat-do-cao-khong-phai-la-hieu-suat-cua-robot-ma-la-luu-luong-truy-cap\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0110i\u1ec3m ngh\u1ebdn c\u1ee7a h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef m\u1eadt \u0111\u1ed9 cao kh\u00f4ng ph\u1ea3i l\u00e0 hi\u1ec7u su\u1ea5t c\u1ee7a robot, m\u00e0 l\u00e0 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp.\u00a0\" \/>\n<meta property=\"og:description\" content=\"C\u00e1c c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a kho h\u00e0ng nh\u01b0 AGV, AMR, VGV v\u00e0 ASRS \u0111\u1ec1u s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh v\u1ecb ri\u00eang bi\u1ec7t \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c vai tr\u00f2 v\u1eadn h\u00e0nh c\u1ee5 th\u1ec3. 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