{"id":21495,"date":"2025-02-20T17:57:49","date_gmt":"2025-02-20T10:57:49","guid":{"rendered":"https:\/\/innotech-vn.com\/?p=21495"},"modified":"2025-02-21T14:36:40","modified_gmt":"2025-02-21T07:36:40","slug":"what-is-an-ai-agent","status":"publish","type":"post","link":"https:\/\/innotech-vn.com\/vie\/what-is-an-ai-agent\/","title":{"rendered":"AI Agent l\u00e0 g\u00ec? T\u00ecm hi\u1ec3u v\u1ec1 AI Agent t\u1eeb A-Z v\u00e0 v\u00ed d\u1ee5 c\u1ee5 th\u1ec3"},"content":{"rendered":"<p>AI Agent \u0111ang l\u00e0 c\u1ee5m t\u1eeb h\u01b0\u1edbng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 c\u1ee7a n\u0103m 2025. C\u00f3 th\u1ec3 n\u00f3i AI Agent ch\u00ednh l\u00e0 b\u01b0\u1edbc \u0111\u1ec7m tr\u01b0\u1edbc khi con ng\u01b0\u1eddi b\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean c\u1ee7a si\u00eau tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. V\u1eady AI Agent l\u00e0 g\u00ec? T\u1ea1i sao AI Agent l\u1ea1i c\u00f3 t\u00e1c \u0111\u1ed9ng m\u1ea1nh \u0111\u1ebfn xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7? C\u00e1c v\u00ed d\u1ee5 tr\u1ef1c quan v\u00e0 d\u1ec5 hi\u1ec3u v\u1ec1 AI Agent? H\u00e3y c\u00f9ng Innotech t\u00ecm hi\u1ec3u t\u1eeb a-z v\u1ec1 AI Agent trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>1. AI Agent l\u00e0 g\u00ec?<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Intelligent_agent\">AI Agent<\/a> - T\u00e1c nh\u00e2n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 quan s\u00e1t, suy ngh\u0129 v\u00e0 h\u00e0nh \u0111\u1ed9ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 n\u00e0o \u0111\u00f3. N\u00f3 gi\u1ed1ng nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng thu th\u1eadp th\u00f4ng tin, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh m\u00e0 kh\u00f4ng c\u1ea7n con ng\u01b0\u1eddi can thi\u1ec7p qu\u00e1 nhi\u1ec1u.<\/p>\n<p>&nbsp;<\/p>\n<p>M\u1ed9t s\u1ed1 v\u00ed d\u1ee5 \u0111\u1ec3 b\u1ea1n d\u1ec5 h\u00ecnh dung h\u01a1n v\u1ec1 AI Agent:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Google Assistant ho\u1eb7c Siri: Khi b\u1ea1n h\u1ecfi \"Th\u1eddi ti\u1ebft h\u00f4m nay th\u1ebf n\u00e0o?\", AI s\u1ebd l\u1eafng nghe (thu th\u1eadp d\u1eef li\u1ec7u), t\u00ecm ki\u1ebfm th\u00f4ng tin th\u1eddi ti\u1ebft (ph\u00e2n t\u00edch d\u1eef li\u1ec7u) v\u00e0 tr\u1ea3 l\u1eddi b\u1ea1n (th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng).<\/li>\n<li>H\u1ec7 th\u1ed1ng g\u1ee3i \u00fd tr\u00ean YouTube: Khi b\u1ea1n xem m\u1ed9t video, YouTube s\u1ebd ph\u00e2n t\u00edch s\u1edf th\u00edch c\u1ee7a b\u1ea1n \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t nh\u1eefng video ti\u1ebfp theo m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 th\u00edch.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21509 aligncenter\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/What-are-AI-Agent.png\" alt=\"What are AI Agents\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/What-are-AI-Agent.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/What-are-AI-Agent-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/What-are-AI-Agent-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/What-are-AI-Agent-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>AI Agent l\u00e0 g\u00ec?<\/em><\/p>\n<p>&nbsp;<\/p>\n<h2><strong>2. C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a AI Agent<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p>AI Agent th\u01b0\u1eddng c\u00f3 5 th\u00e0nh ph\u1ea7n ch\u00ednh nh\u01b0 sau:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>M\u00f4i tr\u01b0\u1eddng (Environment)<\/strong>: Th\u1ebf gi\u1edbi ho\u1eb7c b\u1ed1i c\u1ea3nh m\u00e0 AI agent ho\u1ea1t \u0111\u1ed9ng, c\u00f3 th\u1ec3 l\u00e0 th\u1ebf gi\u1edbi th\u1ef1c (robot, \u00f4 t\u00f4 t\u1ef1 l\u00e1i) ho\u1eb7c th\u1ebf gi\u1edbi \u1ea3o (tr\u00f2 ch\u01a1i, h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m).<\/li>\n<li><strong>: C\u1ea3m bi\u1ebfn (Sensors\/Perception)<\/strong>Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb m\u00f4i tr\u01b0\u1eddng (camera, microphone, API d\u1eef li\u1ec7u, v.v.).<\/li>\n<li><strong>B\u1ed9 x\u1eed l\u00fd (Processing\/Reasoning)<\/strong>: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ra quy\u1ebft \u0111\u1ecbnh, c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng machine learning ho\u1eb7c c\u00e1c thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm.<\/li>\n<li><strong>B\u1ed9 t\u00e1c \u0111\u1ed9ng (Actuators\/Actions)<\/strong>: Th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean quy\u1ebft \u0111\u1ecbnh \u0111\u00e3 \u0111\u01b0a ra (\u0111i\u1ec1u khi\u1ec3n robot, tr\u1ea3 l\u1eddi tin nh\u1eafn, \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung).<\/li>\n<li><strong>M\u1ee5c ti\u00eau (Goal\/Objective)<\/strong>: X\u00e1c \u0111\u1ecbnh nhi\u1ec7m v\u1ee5 m\u00e0 AI c\u1ea7n \u0111\u1ea1t \u0111\u01b0\u1ee3c, v\u00ed d\u1ee5: t\u1ed1i \u01b0u h\u00f3a k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm, \u0111i\u1ec1u h\u01b0\u1edbng xe t\u1ef1 l\u00e1i, ho\u1eb7c d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u kh\u00e1ch h\u00e0ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21512 aligncenter\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Components-of-an-AI-Agent.png\" alt=\"Components of an AI Agent\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Components-of-an-AI-Agent.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Components-of-an-AI-Agent-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Components-of-an-AI-Agent-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Components-of-an-AI-Agent-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Components of an AI Agent<\/em><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>2.1. M\u00f4i tr\u01b0\u1eddng v\u00e0 s\u1ef1 t\u01b0\u01a1ng t\u00e1c c\u1ee7a AI Agent<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21516\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Environment-and-Interaction-of-an-AI-Agent.png\" alt=\"Environment and Interaction of an AI Agent\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Environment-and-Interaction-of-an-AI-Agent.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Environment-and-Interaction-of-an-AI-Agent-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Environment-and-Interaction-of-an-AI-Agent-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Environment-and-Interaction-of-an-AI-Agent-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Environment and Interaction of an AI Agent<\/em><\/p>\n<p>&nbsp;<\/p>\n<p>AI Agent ho\u1ea1t \u0111\u1ed9ng trong m\u1ed9t m\u00f4i tr\u01b0\u1eddng (environment) nh\u1ea5t \u0111\u1ecbnh, c\u00f3 th\u1ec3 l\u00e0 th\u1ebf gi\u1edbi th\u1ef1c (v\u00ed d\u1ee5: xe t\u1ef1 l\u00e1i, robot c\u00f4ng nghi\u1ec7p) ho\u1eb7c th\u1ebf gi\u1edbi \u1ea3o (v\u00ed d\u1ee5: chatbot, h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t tr\u00ean YouTube).<\/p>\n<p>&nbsp;<\/p>\n<p>T\u00f9y v\u00e0o lo\u1ea1i AI Agent, m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4i tr\u01b0\u1eddng c\u00f3 th\u1ec3 kh\u00e1c nhau:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent th\u1ee5 \u0111\u1ed9ng: Ch\u1ec9 quan s\u00e1t v\u00e0 ph\u1ea3n h\u1ed3i theo quy t\u1eafc c\u00f3 s\u1eb5n (v\u00ed d\u1ee5: chatbot t\u1ef1 \u0111\u1ed9ng).<\/li>\n<li>AI Agent ch\u1ee7 \u0111\u1ed9ng: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u, h\u1ecdc h\u1ecfi t\u1eeb m\u00f4i tr\u01b0\u1eddng v\u00e0 t\u1ef1 \u0111i\u1ec1u ch\u1ec9nh h\u00e0nh vi (v\u00ed d\u1ee5: xe t\u1ef1 l\u00e1i nh\u1eadn di\u1ec7n t\u00edn hi\u1ec7u giao th\u00f4ng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh t\u1ed1c \u0111\u1ed9).<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>V\u00ed d\u1ee5 v\u1ec1 s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa AI Agent v\u00e0 m\u00f4i tr\u01b0\u1eddng:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Xe t\u1ef1 l\u00e1i: Quan s\u00e1t l\u00e0n \u0111\u01b0\u1eddng, bi\u1ec3n b\u00e1o, ng\u01b0\u1eddi \u0111i b\u1ed9 \u2192 ph\u00e2n t\u00edch t\u00ecnh hu\u1ed1ng \u2192 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1eebng, r\u1ebd ho\u1eb7c t\u0103ng t\u1ed1c.<\/li>\n<li>Tr\u1ee3 l\u00fd \u1ea3o (Siri, Google Assistant): Nghe l\u1ec7nh t\u1eeb ng\u01b0\u1eddi d\u00f9ng \u2192 ph\u00e2n t\u00edch c\u00e2u h\u1ecfi \u2192 ph\u1ea3n h\u1ed3i b\u1eb1ng c\u00e2u tr\u1ea3 l\u1eddi ph\u00f9 h\u1ee3p.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>2.2. C\u1ea3m bi\u1ebfn (Sensors) \u2013 Thu th\u1eadp th\u00f4ng tin<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p>C\u1ea3m bi\u1ebfn gi\u00fap AI Agent quan s\u00e1t m\u00f4i tr\u01b0\u1eddng xung quanh v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft. D\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u1ebfn t\u1eeb nhi\u1ec1u ngu\u1ed3n nh\u01b0:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>H\u00ecnh \u1ea3nh &amp; Video: Camera tr\u00ean xe t\u1ef1 l\u00e1i, h\u1ec7 th\u1ed1ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t.<\/li>\n<li>\u00c2m thanh: Microphone tr\u00ean tr\u1ee3 l\u00fd \u1ea3o (Siri, Google Assistant).<\/li>\n<li>Digital Data: Browsing history, user behavior on platforms like YouTube and Netflix.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21519\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Sensors-AI.png\" alt=\"Sensors AI\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Sensors-AI.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Sensors-AI-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Sensors-AI-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Sensors-AI-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Sensors AI<\/em><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>2.3. B\u1ed9 x\u1eed l\u00fd (Processing Unit) \u2013 Ph\u00e2n t\u00edch v\u00e0 suy lu\u1eadn<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p>Sau khi thu th\u1eadp d\u1eef li\u1ec7u, AI Agent c\u1ea7n m\u1ed9t b\u1ed9 x\u1eed l\u00fd \u0111\u1ec3 ph\u00e2n t\u00edch th\u00f4ng tin v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. \u0110\u00e2y l\u00e0 n\u01a1i c\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u01b0 Machine Learning v\u00e0 Deep Learning \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng.<\/p>\n<p>&nbsp;<\/p>\n<p>V\u00ed d\u1ee5 v\u1ec1 c\u00e1ch \u0111\u01a1n v\u1ecb x\u1eed l\u00fd ho\u1ea1t \u0111\u1ed9ng:<\/p>\n<ul>\n<li>Xe t\u1ef1 l\u00e1i ph\u00e1t hi\u1ec7n \u0111\u00e8n giao th\u00f4ng \u0111\u1ecf \u2192 ph\u00e2n t\u00edch t\u00ecnh hu\u1ed1ng \u2192 quy\u1ebft \u0111\u1ecbnh d\u1eebng l\u1ea1i.<\/li>\n<li>YouTube ph\u00e2n t\u00edch l\u1ecbch s\u1eed xem video c\u1ee7a b\u1ea1n \u2192 \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung ph\u00f9 h\u1ee3p.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21523\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Processing-Unit-AI.png\" alt=\"Processing Unit AI\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Processing-Unit-AI.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Processing-Unit-AI-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Processing-Unit-AI-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Processing-Unit-AI-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>YouTube analyzes your video watch history and recommends relevant content<\/em><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>2.4. B\u1ed9 t\u00e1c \u0111\u1ed9ng (Actuators) \u2013 H\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean quy\u1ebft \u0111\u1ecbnh<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p>Sau khi x\u1eed l\u00fd d\u1eef li\u1ec7u, AI Agent s\u1ebd th\u1ef1c hi\u1ec7n m\u1ed9t h\u00e0nh \u0111\u1ed9ng c\u1ee5 th\u1ec3 \u0111\u1ec3 t\u00e1c \u0111\u1ed9ng l\u1ea1i m\u00f4i tr\u01b0\u1eddng.<\/p>\n<p>&nbsp;<\/p>\n<p>V\u00ed d\u1ee5:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Xe t\u1ef1 l\u00e1i quy\u1ebft \u0111\u1ecbnh d\u1eebng \u2192 g\u1eedi t\u00edn hi\u1ec7u \u0111\u1ebfn h\u1ec7 th\u1ed1ng phanh \u0111\u1ec3 d\u1eebng xe.<\/li>\n<li>Chatbot quy\u1ebft \u0111\u1ecbnh ph\u1ea3n h\u1ed3i m\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi \u2192 hi\u1ec3n th\u1ecb v\u0103n b\u1ea3n cho ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21526\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/The-car-automatically-decides-to-stop.png\" alt=\"The car automatically decides to stop\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/The-car-automatically-decides-to-stop.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/The-car-automatically-decides-to-stop-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/The-car-automatically-decides-to-stop-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/The-car-automatically-decides-to-stop-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>The car automatically decides to stop<\/em><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>2.5. M\u1ee5c ti\u00eau (Goals) \u2013 \u0110\u1ecbnh h\u01b0\u1edbng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI Agent<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p>M\u1ed7i AI Agent \u0111\u1ec1u c\u00f3 m\u1ed9t m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, ch\u1eb3ng h\u1ea1n nh\u01b0:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Chatbot<\/strong>: Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.<\/li>\n<li><strong>Xe t\u1ef1 l\u00e1i<\/strong>: Di chuy\u1ec3n an to\u00e0n v\u00e0 \u0111\u1ebfn \u0111\u00edch \u0111\u00fang th\u1eddi gian.<\/li>\n<li><strong>AI trong t\u00e0i ch\u00ednh<\/strong>: D\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 t\u01b0 v\u1ea5n \u0111\u1ea7u t\u01b0.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>3. Quy tr\u00ecnh x\u1eed l\u00fd th\u00f4ng tin v\u00e0 ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI Agent<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21529\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Information-processing-and-decision-AI-Agent.png\" alt=\"Information processing and decision AI Agent\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Information-processing-and-decision-AI-Agent.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Information-processing-and-decision-AI-Agent-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Information-processing-and-decision-AI-Agent-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Information-processing-and-decision-AI-Agent-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Information processing and decision AI Agent<\/em><\/p>\n<p>&nbsp;<\/p>\n<p>AI Agent ho\u1ea1t \u0111\u1ed9ng theo m\u1ed9t chu tr\u00ecnh g\u1ed3m 4 b\u01b0\u1edbc ch\u00ednh:<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>B\u01b0\u1edbc 1: Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb m\u00f4i tr\u01b0\u1eddng (Perception)<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent s\u1eed d\u1ee5ng c\u1ea3m bi\u1ebfn \u0111\u1ec3 quan s\u00e1t m\u00f4i tr\u01b0\u1eddng v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft.<\/li>\n<li>V\u00ed d\u1ee5: Xe t\u1ef1 l\u00e1i s\u1eed d\u1ee5ng camera \u0111\u1ec3 nh\u1eadn di\u1ec7n bi\u1ec3n b\u00e1o giao th\u00f4ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>B\u01b0\u1edbc 2: Ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd th\u00f4ng tin (Reasoning\/Processing)<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li>B\u1ed9 x\u1eed l\u00fd s\u1ebd ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 x\u00e1c \u0111\u1ecbnh h\u00e0nh \u0111\u1ed9ng ph\u00f9 h\u1ee3p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n AI.<\/li>\n<li>V\u00ed d\u1ee5: Xe t\u1ef1 l\u00e1i nh\u1eadn di\u1ec7n \u0111\u00e8n \u0111\u1ecf v\u00e0 quy\u1ebft \u0111\u1ecbnh phanh l\u1ea1i.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>B\u01b0\u1edbc 3: Ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng (Decision Making &amp; Action)<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent ch\u1ecdn h\u00e0nh \u0111\u1ed9ng t\u1ed1i \u01b0u v\u00e0 s\u1eed d\u1ee5ng b\u1ed9 t\u00e1c \u0111\u1ed9ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n.<\/li>\n<li>V\u00ed d\u1ee5: Xe t\u1ef1 l\u00e1i g\u1eedi t\u00edn hi\u1ec7u \u0111\u1ec3 phanh l\u1ea1i.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>B\u01b0\u1edbc 4: H\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t (Learning \u2013 n\u1ebfu c\u00f3)<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li>M\u1ed9t s\u1ed1 AI Agent c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eeb d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t trong t\u01b0\u01a1ng lai (Learning Agent).<\/li>\n<li>V\u00ed d\u1ee5: Tr\u1ee3 l\u00fd \u1ea3o nh\u01b0 Google Assistant c\u00f3 th\u1ec3 h\u1ecdc t\u1eeb c\u00e2u h\u1ecfi tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 c\u1ea3i thi\u1ec7n ph\u1ea3n h\u1ed3i.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>4. Ph\u00e2n lo\u1ea1i AI Agent: C\u00e1c lo\u1ea1i t\u00e1c nh\u00e2n AI ph\u1ed5 bi\u1ebfn<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p>AI Agent c\u00f3 nhi\u1ec1u lo\u1ea1i kh\u00e1c nhau, t\u00f9y thu\u1ed9c v\u00e0o c\u00e1ch ch\u00fang x\u1eed l\u00fd th\u00f4ng tin v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 5 lo\u1ea1i AI Agent ph\u1ed5 bi\u1ebfn, t\u1eeb \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn ph\u1ee9c t\u1ea1p.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>4.1. Simple Reflex Agent \u2013 T\u00e1c nh\u00e2n ph\u1ea3n x\u1ea1 \u0111\u01a1n gi\u1ea3n:<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h4><strong>\u0110\u1ecbnh ngh\u0129a<\/strong><\/h4>\n<ul>\n<li>T\u00e1c nh\u00e2n ph\u1ea3n x\u1ea1 \u0111\u01a1n gi\u1ea3n \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean quy t\u1eafc c\u1ed1 \u0111\u1ecbnh, ch\u1ec9 ph\u1ea3n h\u1ed3i l\u1ea1i m\u1ed9t c\u00e1ch tr\u1ef1c ti\u1ebfp theo tr\u1ea1ng th\u00e1i hi\u1ec7n t\u1ea1i c\u1ee7a m\u00f4i tr\u01b0\u1eddng m\u00e0 kh\u00f4ng xem x\u00e9t l\u1ecbch s\u1eed ho\u1eb7c d\u1ef1 \u0111o\u00e1n t\u01b0\u01a1ng lai.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>C\u00e1ch ho\u1ea1t \u0111\u1ed9ng<\/strong><\/h4>\n<ul>\n<li>Quan s\u00e1t m\u00f4i tr\u01b0\u1eddng \u2192 Ki\u1ec3m tra \u0111i\u1ec1u ki\u1ec7n \u2192 Th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng theo quy t\u1eafc.<\/li>\n<li>Kh\u00f4ng c\u00f3 tr\u00ed nh\u1edb, kh\u00f4ng h\u1ecdc h\u1ecfi t\u1eeb kinh nghi\u1ec7m.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/strong><\/h4>\n<ul>\n<li>M\u00e1y \u0111i\u1ec1u h\u00f2a t\u1ef1 \u0111\u1ed9ng: Khi c\u1ea3m bi\u1ebfn ph\u00e1t hi\u1ec7n nhi\u1ec7t \u0111\u1ed9 cao h\u01a1n 30\u00b0C, h\u1ec7 th\u1ed1ng s\u1ebd b\u1eadt \u0111i\u1ec1u h\u00f2a.<\/li>\n<li>H\u1ec7 th\u1ed1ng ch\u1ed1ng va ch\u1ea1m \u0111\u01a1n gi\u1ea3n trong robot: N\u1ebfu ph\u00e1t hi\u1ec7n v\u1eadt c\u1ea3n tr\u01b0\u1edbc m\u1eb7t \u2192 D\u1eebng l\u1ea1i ho\u1eb7c r\u1ebd h\u01b0\u1edbng kh\u00e1c.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>\u01afu \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>Nhanh ch\u00f3ng, \u0111\u01a1n gi\u1ea3n, d\u1ec5 tri\u1ec3n khai.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>Thi\u1ebfu linh ho\u1ea1t, kh\u00f4ng th\u00edch \u1ee9ng v\u1edbi t\u00ecnh hu\u1ed1ng m\u1edbi.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>4.2. Model-Based Reflex Agent \u2013 T\u00e1c nh\u00e2n ph\u1ea3n x\u1ea1 d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h4><strong>\u0110\u1ecbnh ngh\u0129a<\/strong><\/h4>\n<ul>\n<li>T\u00e1c nh\u00e2n n\u00e0y s\u1eed d\u1ee5ng m\u1ed9t m\u00f4 h\u00ecnh v\u1ec1 m\u00f4i tr\u01b0\u1eddng \u0111\u1ec3 hi\u1ec3u v\u00e0 d\u1ef1 \u0111o\u00e1n tr\u1ea1ng th\u00e1i c\u1ee7a th\u1ebf gi\u1edbi, gi\u00fap n\u00f3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n.<\/li>\n<\/ul>\n<h4><strong>C\u00e1ch ho\u1ea1t \u0111\u1ed9ng<\/strong><\/h4>\n<ul>\n<li>Quan s\u00e1t m\u00f4i tr\u01b0\u1eddng \u2192 L\u01b0u tr\u1ea1ng th\u00e1i v\u00e0o b\u1ed9 nh\u1edb \u2192 S\u1eed d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u1ec3 suy lu\u1eadn \u2192 H\u00e0nh \u0111\u1ed9ng.<\/li>\n<li>C\u00f3 th\u1ec3 xem x\u00e9t l\u1ecbch s\u1eed tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 \u0111\u01b0a ra ph\u1ea3n h\u1ed3i t\u1ed1t h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/strong><\/h4>\n<ul>\n<li>Xe t\u1ef1 l\u00e1i: N\u1ebfu th\u1ea5y \u0111\u00e8n \u0111\u1ecf, xe kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i m\u00e0 c\u00f2n d\u1ef1 \u0111o\u00e1n khi n\u00e0o \u0111\u00e8n s\u1ebd chuy\u1ec3n sang xanh \u0111\u1ec3 quy\u1ebft \u0111\u1ecbnh th\u1eddi \u0111i\u1ec3m t\u0103ng t\u1ed1c.<\/li>\n<li>Robot h\u00fat b\u1ee5i th\u00f4ng minh: Nh\u1edb \u0111\u01b0\u1ee3c b\u1ea3n \u0111\u1ed3 ph\u00f2ng \u0111\u1ec3 tr\u00e1nh va ch\u1ea1m v\u00e0o nh\u1eefng v\u1eadt c\u1ea3n c\u1ed1 \u0111\u1ecbnh.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>\u01afu \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>Linh ho\u1ea1t h\u01a1n, c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00ecnh hu\u1ed1ng ph\u1ee9c t\u1ea1p h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>C\u1ea7n c\u00f3 b\u1ed9 nh\u1edb v\u00e0 kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n cao h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>4.3. Goal-Based Agent \u2013 T\u00e1c nh\u00e2n d\u1ef1a tr\u00ean m\u1ee5c ti\u00eau<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h4><strong>\u0110\u1ecbnh ngh\u0129a<\/strong><\/h4>\n<ul>\n<li>T\u00e1c nh\u00e2n n\u00e0y kh\u00f4ng ch\u1ec9 ph\u1ea3n h\u1ed3i theo quy t\u1eafc m\u00e0 c\u00f2n \u0111\u1eb7t ra m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, sau \u0111\u00f3 ch\u1ecdn h\u00e0nh \u0111\u1ed9ng ph\u00f9 h\u1ee3p \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau \u0111\u00f3.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>C\u00e1ch ho\u1ea1t \u0111\u1ed9ng<\/strong><\/h4>\n<ul>\n<li>Quan s\u00e1t m\u00f4i tr\u01b0\u1eddng \u2192 X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau \u2192 L\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 ch\u1ecdn h\u00e0nh \u0111\u1ed9ng t\u1ed1t nh\u1ea5t \u0111\u1ec3 \u0111\u1ea1t m\u1ee5c ti\u00eau.<\/li>\n<li>C\u00f3 th\u1ec3 \u0111\u00e1nh gi\u00e1 nhi\u1ec1u ph\u01b0\u01a1ng \u00e1n tr\u01b0\u1edbc khi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/strong><\/h4>\n<ul>\n<li>H\u1ec7 th\u1ed1ng GPS d\u1eabn \u0111\u01b0\u1eddng: X\u00e1c \u0111\u1ecbnh tuy\u1ebfn \u0111\u01b0\u1eddng ng\u1eafn nh\u1ea5t t\u1eeb \u0111i\u1ec3m A \u0111\u1ebfn \u0111i\u1ec3m B d\u1ef1a tr\u00ean t\u00ecnh tr\u1ea1ng giao th\u00f4ng.<\/li>\n<li>Tr\u1ee3 l\u00fd \u1ea3o (Google Assistant, Siri): Khi nh\u1eadn l\u1ec7nh \"\u0110\u1eb7t l\u1ecbch h\u1ecdp v\u00e0o 10 gi\u1edd s\u00e1ng mai\", n\u00f3 s\u1ebd ki\u1ec3m tra l\u1ecbch tr\u00ecnh v\u00e0 \u0111\u1eb7t l\u1ecbch ph\u00f9 h\u1ee3p.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>\u01afu \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>C\u00f3 kh\u1ea3 n\u0103ng linh ho\u1ea1t, gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n theo m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>C\u1ea7n nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n, thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>4.4. Utility-Based Agent \u2013 T\u00e1c nh\u00e2n t\u1ed1i \u01b0u h\u00f3a l\u1ee3i \u00edch<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h4><strong>\u0110\u1ecbnh ngh\u0129a<\/strong><\/h4>\n<ul>\n<li>T\u00e1c nh\u00e2n n\u00e0y kh\u00f4ng ch\u1ec9 \u0111\u1eb7t m\u1ee5c ti\u00eau m\u00e0 c\u00f2n t\u00ecm ra gi\u1ea3i ph\u00e1p t\u1ed1t nh\u1ea5t \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a k\u1ebft qu\u1ea3. N\u00f3 \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 h\u1eefu \u00edch (utility) c\u1ee7a t\u1eebng h\u00e0nh \u0111\u1ed9ng tr\u01b0\u1edbc khi ra quy\u1ebft \u0111\u1ecbnh.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>C\u00e1ch ho\u1ea1t \u0111\u1ed9ng<\/strong><\/h4>\n<ul>\n<li>Quan s\u00e1t m\u00f4i tr\u01b0\u1eddng \u2192 X\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau \u2192 \u0110\u00e1nh gi\u00e1 l\u1ee3i \u00edch c\u1ee7a t\u1eebng ph\u01b0\u01a1ng \u00e1n \u2192 Ch\u1ecdn ph\u01b0\u01a1ng \u00e1n c\u00f3 l\u1ee3i \u00edch cao nh\u1ea5t.<\/li>\n<li>C\u00e2n nh\u1eafc nhi\u1ec1u y\u1ebfu t\u1ed1 nh\u01b0 chi ph\u00ed, th\u1eddi gian, m\u1ee9c \u0111\u1ed9 r\u1ee7i ro.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/strong><\/h4>\n<ul>\n<li>Xe t\u1ef1 l\u00e1i Tesla: Kh\u00f4ng ch\u1ec9 ch\u1ecdn tuy\u1ebfn \u0111\u01b0\u1eddng ng\u1eafn nh\u1ea5t m\u00e0 c\u00f2n c\u00e2n nh\u1eafc t\u1ed1c \u0111\u1ed9, m\u1ee9c ti\u00eau hao pin v\u00e0 \u0111i\u1ec1u ki\u1ec7n giao th\u00f4ng \u0111\u1ec3 \u0111\u01b0a ra l\u1ef1a ch\u1ecdn t\u1ed1i \u01b0u.<\/li>\n<li>H\u1ec7 th\u1ed1ng g\u1ee3i \u00fd tr\u00ean Netflix, YouTube: \u0110\u1ec1 xu\u1ea5t n\u1ed9i dung d\u1ef1a tr\u00ean s\u1edf th\u00edch c\u00e1 nh\u00e2n \u0111\u1ec3 t\u0103ng m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>\u01afu \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>\u0110\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n, t\u1ed1i \u01b0u h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>C\u1ea7n l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn v\u00e0 thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>4.5. Learning Agent \u2013 T\u00e1c nh\u00e2n h\u1ecdc h\u1ecfi<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<h4><strong>\u0110\u1ecbnh ngh\u0129a<\/strong><\/h4>\n<ul>\n<li>\u0110\u00e2y l\u00e0 lo\u1ea1i AI Agent ti\u00ean ti\u1ebfn nh\u1ea5t, c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n theo th\u1eddi gian d\u1ef1a tr\u00ean tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>C\u00e1ch ho\u1ea1t \u0111\u1ed9ng<\/strong><\/h4>\n<ul>\n<li>Quan s\u00e1t m\u00f4i tr\u01b0\u1eddng \u2192 Th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng \u2192 Nh\u1eadn ph\u1ea3n h\u1ed3i \u2192 \u0110i\u1ec1u ch\u1ec9nh h\u00e0nh vi \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t trong t\u01b0\u01a1ng lai.<\/li>\n<li>S\u1eed d\u1ee5ng Machine Learning \u0111\u1ec3 h\u1ecdc t\u1eeb d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/strong><\/h4>\n<ul>\n<li>AI c\u1ee7a Google DeepMind (AlphaGo): H\u1ecdc c\u00e1ch ch\u01a1i c\u1edd v\u00e2y v\u00e0 \u0111\u00e1nh b\u1ea1i k\u1ef3 th\u1ee7 chuy\u00ean nghi\u1ec7p b\u1eb1ng c\u00e1ch t\u1ef1 r\u00fat kinh nghi\u1ec7m qua m\u1ed7i v\u00e1n \u0111\u1ea5u.<\/li>\n<li>H\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n gian l\u1eadn trong giao d\u1ecbch ng\u00e2n h\u00e0ng: H\u1ecdc t\u1eeb c\u00e1c giao d\u1ecbch tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c giao d\u1ecbch c\u00f3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>\u01afu \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>C\u00e0ng ho\u1ea1t \u0111\u1ed9ng l\u00e2u, c\u00e0ng th\u00f4ng minh v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>Nh\u01b0\u1ee3c \u0111i\u1ec3m<\/strong><\/h4>\n<ul>\n<li>C\u1ea7n nhi\u1ec1u d\u1eef li\u1ec7u v\u00e0 t\u00e0i nguy\u00ean t\u00ednh to\u00e1n m\u1ea1nh.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>T\u00f9y v\u00e0o \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, m\u1ed7i lo\u1ea1i AI Agent \u0111\u1ec1u  c\u00f3 \u01b0u v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m ri\u00eang:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>T\u00e1c nh\u00e2n \u0111\u01a1n gi\u1ea3n (Simple Reflex Agent) ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng c\u01a1 b\u1ea3n.<\/li>\n<li>T\u00e1c nh\u00e2n d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh (Model-Based Reflex Agent) gi\u00fap x\u1eed l\u00fd m\u00f4i tr\u01b0\u1eddng ph\u1ee9c t\u1ea1p h\u01a1n.<\/li>\n<li>T\u00e1c nh\u00e2n d\u1ef1a tr\u00ean m\u1ee5c ti\u00eau (Goal-Based Agent) gi\u00fap l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 mong mu\u1ed1n.<\/li>\n<li>T\u00e1c nh\u00e2n t\u1ed1i \u01b0u h\u00f3a l\u1ee3i \u00edch (Utility-Based Agent) t\u00ecm ra ph\u01b0\u01a1ng \u00e1n t\u1ed1t nh\u1ea5t \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t.<\/li>\n<li>T\u00e1c nh\u00e2n h\u1ecdc h\u1ecfi (Learning Agent) ng\u00e0y c\u00e0ng th\u00f4ng minh h\u01a1n nh\u1edd kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc t\u1eeb d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>AI Agent \u0111ang ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng v\u00e0 ph\u1ed5 bi\u1ebfn trong \u0111\u1eddi s\u1ed1ng, t\u1eeb xe t\u1ef1 l\u00e1i, tr\u1ee3 l\u00fd \u1ea3o \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng t\u00e0i ch\u00ednh th\u00f4ng minh. T\u01b0\u01a1ng lai, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, AI Agent s\u1ebd ng\u00e0y c\u00e0ng linh ho\u1ea1t v\u00e0 th\u00f4ng minh h\u01a1n, gi\u00fap con ng\u01b0\u1eddi gi\u1ea3i quy\u1ebft nhi\u1ec1u v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>5. L\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a AI Agent<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p>AI Agent \u0111ang ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u1edd kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c. Tuy nhi\u00ean, b\u00ean c\u1ea1nh nh\u1eefng l\u1ee3i \u00edch to l\u1edbn, AI Agent c\u0169ng \u0111\u1eb7t ra nhi\u1ec1u th\u00e1ch th\u1ee9c c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>5.1. L\u1ee3i \u00edch c\u1ee7a AI Agent<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c<\/strong>: AI Agent gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec1u c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng v\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c. V\u00ed d\u1ee5, chatbot AI c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi h\u00e0ng ngh\u00ecn c\u00e2u h\u1ecfi c\u1ee7a kh\u00e1ch h\u00e0ng c\u00f9ng l\u00fac m\u00e0 kh\u00f4ng c\u1ea7n con ng\u01b0\u1eddi can thi\u1ec7p.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>T\u0103ng hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c<\/strong>: AI Agent c\u00f3 th\u1ec3 x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n so v\u1edbi con ng\u01b0\u1eddi. Trong l\u0129nh v\u1ef1c y t\u1ebf, AI h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh b\u1eb1ng h\u00ecnh \u1ea3nh v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n b\u00e1c s\u0129 trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh<\/strong>Nh\u1edd AI Agent, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m chi ph\u00ed thu\u00ea nh\u00e2n s\u1ef1 cho c\u00e1c c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i ho\u1eb7c c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao. V\u00ed d\u1ee5, AI trong t\u00e0i ch\u00ednh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 ph\u00e1t hi\u1ec7n gian l\u1eadn m\u00e0 kh\u00f4ng c\u1ea7n m\u1ed9t \u0111\u1ed9i ng\u0169 l\u1edbn theo d\u00f5i li\u00ean t\u1ee5c.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>C\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng<\/strong>AI Agent gi\u00fap c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng. V\u00ed d\u1ee5, h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd n\u1ed9i dung c\u1ee7a Netflix ho\u1eb7c YouTube d\u1ef1a tr\u00ean s\u1edf th\u00edch ng\u01b0\u1eddi d\u00f9ng gi\u00fap h\u1ecd ti\u1ebfp c\u1eadn n\u1ed9i dung ph\u00f9 h\u1ee3p h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21532\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Benefits-of-AI-Agent.png\" alt=\"Benefits of AI Agent\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Benefits-of-AI-Agent.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Benefits-of-AI-Agent-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Benefits-of-AI-Agent-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Benefits-of-AI-Agent-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Benefits of AI Agent<\/em><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>5.2. Th\u00e1ch th\u1ee9c c\u1ee7a AI Agent<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\u0110\u1ed9 tin c\u1eady v\u00e0 t\u00ednh ch\u00ednh x\u00e1c<\/strong>: D\u00f9 AI Agent c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng, nh\u01b0ng kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng ch\u00ednh x\u00e1c. M\u1ed9t h\u1ec7 th\u1ed1ng AI sai s\u00f3t c\u00f3 th\u1ec3 g\u00e2y h\u1eadu qu\u1ea3 nghi\u00eam tr\u1ecdng, ch\u1eb3ng h\u1ea1n nh\u01b0 xe t\u1ef1 l\u00e1i nh\u1eadn di\u1ec7n sai \u0111\u1ed1i t\u01b0\u1ee3ng tr\u00ean \u0111\u01b0\u1eddng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>V\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 tr\u00e1ch nhi\u1ec7m AI<\/strong>: AI c\u00f3 th\u1ec3 g\u00e2y ra nh\u1eefng lo ng\u1ea1i v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c, ch\u1eb3ng h\u1ea1n nh\u01b0 AI trong tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 v\u00f4 t\u00ecnh thi\u00ean v\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n kh\u00f4ng c\u00f4ng b\u1eb1ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>B\u1ea3o m\u1eadt v\u00e0 quy\u1ec1n ri\u00eang t\u01b0<\/strong>: AI Agent th\u01b0\u1eddng thu th\u1eadp v\u00e0 x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u c\u00e1 nh\u00e2n. N\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c b\u1ea3o m\u1eadt t\u1ed1t, th\u00f4ng tin c\u00e1 nh\u00e2n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 b\u1ecb \u0111\u00e1nh c\u1eafp ho\u1eb7c s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Nguy c\u01a1 m\u1ea5t vi\u1ec7c l\u00e0m<\/strong>: T\u1ef1 \u0111\u1ed9ng h\u00f3a nh\u1edd AI c\u00f3 th\u1ec3 thay th\u1ebf nhi\u1ec1u c\u00f4ng vi\u1ec7c truy\u1ec1n th\u1ed1ng, l\u00e0m gia t\u0103ng lo ng\u1ea1i v\u1ec1 m\u1ea5t vi\u1ec7c l\u00e0m, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c ng\u00e0nh s\u1ea3n xu\u1ea5t, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u01a1 b\u1ea3n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21535\" src=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Risk-of-losing-jobs-because-of-AI.png\" alt=\"Risk of losing jobs because of AI\" width=\"900\" height=\"600\" srcset=\"https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Risk-of-losing-jobs-because-of-AI.png 900w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Risk-of-losing-jobs-because-of-AI-300x200.png 300w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Risk-of-losing-jobs-because-of-AI-768x512.png 768w, https:\/\/innotech-vn.com\/wp-content\/uploads\/2025\/02\/Risk-of-losing-jobs-because-of-AI-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\"><em>Risk of losing jobs because of AI<\/em><\/p>\n<p>&nbsp;<\/p>\n<h2><strong>6. T\u01b0\u01a1ng lai c\u1ee7a AI Agent<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p>Trong 5-10 n\u0103m t\u1edbi, AI Agent s\u1ebd ng\u00e0y c\u00e0ng th\u00f4ng minh h\u01a1n, linh ho\u1ea1t h\u01a1n v\u00e0 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i h\u01a1n trong nhi\u1ec1u l\u0129nh v\u1ef1c.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>6.1. Xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n AI Agent<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent t\u1ef1 h\u1ecdc v\u00e0 th\u00edch nghi t\u1ed1t h\u01a1n: AI s\u1ebd kh\u00f4ng ch\u1ec9 tu\u00e2n theo c\u00e1c quy t\u1eafc c\u1ed1 \u0111\u1ecbnh m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc t\u1eeb kinh nghi\u1ec7m \u0111\u1ec3 c\u1ea3i thi\u1ec7n quy\u1ebft \u0111\u1ecbnh c\u1ee7a m\u00ecnh. C\u00e1c thu\u1eadt to\u00e1n nh\u01b0 Reinforcement Learning (h\u1ecdc t\u0103ng c\u01b0\u1eddng) s\u1ebd gi\u00fap AI Agent ho\u1ea1t \u0111\u1ed9ng gi\u1ed1ng con ng\u01b0\u1eddi h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent s\u1ebd c\u00f3 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c t\u1ef1 nhi\u00ean h\u01a1n: Chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o s\u1ebd ng\u00e0y c\u00e0ng gi\u1ed1ng con ng\u01b0\u1eddi h\u01a1n trong c\u00e1ch giao ti\u1ebfp, nh\u1edd v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) ti\u00ean ti\u1ebfn h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li>M\u1edf r\u1ed9ng sang nhi\u1ec1u l\u0129nh v\u1ef1c h\u01a1n: AI Agent s\u1ebd kh\u00f4ng ch\u1ec9 gi\u1edbi h\u1ea1n trong ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, t\u00e0i ch\u00ednh hay y t\u1ebf m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng v\u00e0o gi\u00e1o d\u1ee5c, ph\u00e1p l\u00fd v\u00e0 th\u1eadm ch\u00ed s\u00e1ng t\u1ea1o n\u1ed9i dung.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>6.2. S\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a AI Agent v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent + IoT (Internet of Things): S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa AI v\u00e0 IoT s\u1ebd gi\u00fap c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh t\u1ef1 \u0111\u1ed9ng ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean d\u1eef li\u1ec7u m\u00f4i tr\u01b0\u1eddng, ch\u1eb3ng h\u1ea1n nh\u01b0 nh\u00e0 th\u00f4ng minh \u0111i\u1ec1u ch\u1ec9nh nhi\u1ec7t \u0111\u1ed9 theo th\u00f3i quen c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent + Blockchain: Blockchain c\u00f3 th\u1ec3 gi\u00fap AI Agent b\u1ea3o m\u1eadt d\u1eef li\u1ec7u t\u1ed1t h\u01a1n, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 t\u00e0i ch\u00ednh v\u00e0 chu\u1ed7i cung \u1ee9ng.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li>AI Agent + Metaverse: Trong th\u1ebf gi\u1edbi \u1ea3o Metaverse, AI Agent c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 nh\u01b0 tr\u1ee3 l\u00fd \u1ea3o ho\u1eb7c NPC (nh\u00e2n v\u1eadt kh\u00f4ng ph\u1ea3i ng\u01b0\u1eddi ch\u01a1i) gi\u00fap t\u1ea1o ra tr\u1ea3i nghi\u1ec7m t\u01b0\u01a1ng t\u00e1c th\u00f4ng minh h\u01a1n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>AI Agent \u0111\u00e3 v\u00e0 \u0111ang thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00f4ng ngh\u1ec7. AI Agent gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a, t\u1ed1i \u01b0u h\u00f3a v\u00e0 c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 t\u00e0i ch\u00ednh, y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 th\u01b0\u01a1ng m\u1ea1i. Nh\u1edd kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi, AI Agent ng\u00e0y c\u00e0ng tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n, h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi trong nhi\u1ec1u c\u00f4ng vi\u1ec7c ph\u1ee9c t\u1ea1p. AI gi\u00fap con ng\u01b0\u1eddi ti\u1ebft ki\u1ec7m th\u1eddi gian, c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c v\u00e0 m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i m\u1edbi. Tuy nhi\u00ean, b\u00ean c\u1ea1nh nh\u1eefng l\u1ee3i \u00edch to l\u1edbn th\u00ec AI c\u0169ng \u0111\u1eb7t ra nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c, b\u1ea3o m\u1eadt v\u00e0 nguy c\u01a1 thay th\u1ebf lao \u0111\u1ed9ng truy\u1ec1n th\u1ed1ng.<\/p>\n<p>&nbsp;<\/p>\n<p>N\u0103m 2025 \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 b\u01b0\u1edbc \u0111\u1ec7m \u0111\u1ec3 AI Agent tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u00e0 ti\u1ebfn t\u1edbi si\u00eau tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u00e2y l\u00e0 th\u1eddi \u0111i\u1ec3m c\u00e1c doanh nghi\u1ec7p t\u1eadp trung chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 t\u00edch h\u1ee3p AI v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3. Tuy nhi\u00ean kh\u00f4ng ph\u1ea3i doanh nghi\u1ec7p n\u00e0o c\u0169ng c\u00f3 chuy\u00ean m\u00f4n v\u1ec1 AI Agent v\u00e0 c\u00f3 \u0111\u1ed9i ng\u0169 ph\u1ee5 tr\u00e1ch ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh AI. Do \u0111\u00f3, Innotech mang \u0111\u1ebfn d\u1ecbch v\u1ee5 ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI t\u00f9y ch\u1ec9nh cho doanh nghi\u1ec7p, t\u00edch h\u1ee3p AI v\u00e0o h\u1ec7 th\u1ed1ng c\u1ee7a doanh nghi\u1ec7p v\u00e0 gia c\u00f4ng AI theo y\u00eau c\u1ea7u.<\/p>\n<p>&nbsp;<\/p>\n<blockquote><p>&gt; <a href=\"https:\/\/innotech-vn.com\/vie\/software-development\/ai-development\/\">T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1c d\u1ecbch v\u1ee5 AI c\u1ee7a INNOTECH<\/a><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<p>\u0110\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n v\u1ec1 h\u1ec7 th\u1ed1ng t\u00edch h\u1ee3p AI, vui l\u00f2ng \u0111\u1ec3 l\u1ea1i th\u00f4ng tin <a href=\"https:\/\/innotech-vn.com\/vie\/contact\/\">T\u1ea0I \u0110\u00c2Y<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>AI Agent is a trending term in the technology sector in 2025. It can be said that AI Agents serve as a stepping stone before humanity enters the era of super artificial intelligence. So, what exactly is an AI Agent? Why does it have such a significant impact on technological trends? What are some intuitive [&hellip;]<\/p>","protected":false},"author":2,"featured_media":21564,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[3973,1],"tags":[],"yst_prominent_words":[320],"publishpress_future_action":{"enabled":false,"date":"2025-07-01 17:49:42","action":"draft","terms":[],"taxonomy":"category"},"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/posts\/21495"}],"collection":[{"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/comments?post=21495"}],"version-history":[{"count":32,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/posts\/21495\/revisions"}],"predecessor-version":[{"id":21578,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/posts\/21495\/revisions\/21578"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/media\/21564"}],"wp:attachment":[{"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/media?parent=21495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/categories?post=21495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/tags?post=21495"},{"taxonomy":"yst_prominent_words","embeddable":true,"href":"https:\/\/innotech-vn.com\/vie\/wp-json\/wp\/v2\/yst_prominent_words?post=21495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}