{"id":10090,"date":"2026-07-10T12:41:11","date_gmt":"2026-07-10T04:41:11","guid":{"rendered":"https:\/\/infernews.com\/blog\/visual-agent-design-platform-for-embodied-ai-prototype-agents-as-typed-node-grap\/"},"modified":"2026-07-10T12:44:30","modified_gmt":"2026-07-10T04:44:30","slug":"visual-agent-design-platform-for-embodied-ai-prototype-agents-as-typed-node-grap","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/visual-agent-design-platform-for-embodied-ai-prototype-agents-as-typed-node-grap\/","title":{"rendered":"AgentCanvas\uff1a\u628a embodied agent \u8b8a\u6210\u53ef\u7de8\u8f2f\u5716\u8b5c"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-0e3dc8741397.jpg\" alt=\"AgentCanvas editor: the MapGPT executor loads as a node-and-wire graph, then a live R2R episode runs end-to-end\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5361\u4f4d\u4e0d\u5728\u6a21\u578b\u5920\u5514\u5920\u65b0\uff0c\u800c\u5728\u6574\u500b embodied agent \u7cfb\u7d71\u592a\u539a\uff1asimulator\u3001perception\u3001memory\u3001planning \u540c control \u5168\u90fd\u8981\u63a5\u901a\u3002AgentCanvas \u628a\u9019\u4ef6\u4e8b\u6536\u6582\u6210<strong>\u53ef\u57f7\u884c\u7684 typed graph \u5e73\u53f0<\/strong>\uff0c\u7528\u55ae\u4e00 JSON \u4fdd\u5b58\u4e00\u500b agent \u7d50\u69cb\uff0c\u8b93 VLN\u3001EQA\u3001VLA \u4e00\u985e\u5de5\u4f5c\u4e0d\u518d\u6bcf\u6b21\u90fd\u7531 execution layer \u91cd\u642d\u8d77\u6b65\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u662f\u628a embodied agent \u6539\u5beb\u6210\u53ef\u8996\u5316\u3001\u53ef\u91cd\u64ad\u3001\u53ef\u4fee\u6539\u7684\u5716\u8b5c\u7a0b\u5f0f\u3002\u73fe\u6709\u505a\u6cd5\u591a\u6578\u9760\u624b\u5beb imperative code \u9010\u5c64\u7d81\u6b7b simulator\u3001\u5de5\u5177\u8207 foundation models\uff0c\u4f5c\u8005\u8a8d\u70ba\u9019\u7a2e\u7bc4\u5f0f\u96e3\u4ee5\u6bd4\u8f03\u3001\u96e3\u4ee5\u91cd\u73fe\uff0c\u4e5f\u4e0d\u5229 architecture search\uff1b\u6240\u4ee5 AgentCanvas \u5148\u63d0\u4f9b substrate\uff0c\u518d\u7528 KDLoop \u8207 AAS \u8b93 coding agent \u53cd\u8986\u6539\u5716\u3001\u9a57\u8b49\u3001\u518d\u5206\u6790\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/jianzhou0420.github.io\\\/src\\\/works\\\/AgentCanvas\\\/demo.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">AgentCanvas \u91cd\u9ede\u653e\u5728<strong>\u628a agent \u7d50\u69cb\u6a19\u6e96\u5316<\/strong>\uff0c\u800c\u4e0d\u662f\u53ea\u4ea4\u4e00\u4efd\u8ad6\u6587\u5167\u90e8 executor\u3002\u4f60\u53ef\u4ee5\u5728 editor \u76f4\u63a5\u8f09\u5165\u7bc0\u9ede\u5716\uff0c\u8dd1\u771f\u5be6 R2R episode\uff0c\u4e5f\u53ef\u63a5 Habitat-Sim\u3001MatterSim\u3001SAPIEN\/ManiSkill2\u3001MuJoCo\/robosuite \u9019\u4e9b simulator\uff1b\u65b0\u52a0\u5165\u7684 Source tab \u9084\u53ef\u5c31\u9078\u5b9a node \u56de\u770b source slice\uff0c\u6539\u5b8c\u518d syntax-checked hot-reload\uff0c\u9019\u5c0d\u53cd\u8986\u8a66\u8a2d\u8a08\u7279\u5225\u6709\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 hand-built graphs\uff0c\u4e5f\u652f\u63f4 AAS \u81ea\u52d5\u641c\u5c0b agent \u67b6\u69cb<\/li>\n\n\n\n<li>\u5df2\u63a5\u5165 29 \u500b foundation models\uff0c\u5305\u62ec Qwen3-VL\u3001InternVL3\u3001Gemma 3\u3001SmolVLM2\u3001SigLIP2\u3001OWLv2\u3001Grounding DINO<\/li>\n\n\n\n<li>\u53ef\u8986\u84cb VLN\u3001EQA\u3001VLA \u8207\u9130\u8fd1 embodied \u4efb\u52d9<\/li>\n\n\n\n<li>\u7814\u7a76\u9810\u89bd\u7248\u5df2\u958b\u6e90\uff0c\u74b0\u5883\u57fa\u790e\u8981\u6c42\u70ba Python 3.10+<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d7\u76ca\u6700\u660e\u986f\u7684\uff0c\u6703\u662f\u505a embodied AI \u7684\u7814\u7a76\u5718\u968a\u3001\u8981\u91cd\u73fe\u8ad6\u6587 executor \u7684\u5b78\u751f\uff0c\u4ee5\u53ca\u60f3\u6bd4\u8f03\u4e0d\u540c graph \u8a2d\u8a08\u800c\u4e0d\u662f\u91cd\u5beb\u6574\u500b\u7cfb\u7d71\u7684\u4eba\u3002\u73fe\u968e\u6bb5\u5b83\u4ecd\u662f pre-1.0 research preview\uff0c\u6027\u80fd\u6578\u5b57\u61c9\u7d50\u5408\u539f\u8ad6\u6587\u7d50\u679c\u95b1\u8b80\uff1b\u4f46\u55ae\u770b\u5b9a\u4f4d\uff0cAgentCanvas \u6700\u6709\u50f9\u503c\u7684\u5730\u65b9\uff0c\u662f\u628a\u300c\u96e3\u4ee5\u7dad\u8b77\u7684 agent \u7cfb\u7d71\u5de5\u7a0b\u300d\u8b8a\u6210\u300c\u53ef\u88ab\u641c\u5c0b\u8207\u4fee\u6539\u7684\u5716\u8b5c\u5de5\u4f5c\u6d41\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/jianzhou0420.github.io\/src\/works\/AgentCanvas\/paper.html\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/jianzhou0420\/AgentCanvas\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2606.30111\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u8a66 embodied agent\uff0c\u6700\u82b1\u6642\u9593\u5f80\u5f80\u4e0d\u662f\u60f3\u6cd5\uff0c\u800c\u662f\u628a\u6a21\u64ec\u5668\u3001\u6a21\u578b\u8207\u5de5\u5177\u4e32\u8d77\u4f86\u3002AgentCanvas \u628a\u9019\u5c64 execution stack \u5716\u50cf\u5316\uff0c\u65b9\u4fbf\u7814\u7a76\u5718\u968a\u76f4\u63a5\u6539\u7d50\u69cb\u3001\u8dd1\u5be6\u9a57\u3001\u6bd4\u8f03\u7d50\u679c\u3002<\/p>\n","protected":false},"author":8,"featured_media":10089,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,185,140,116,152,159,119,146,191,197,199,204],"tags":[],"class_list":["post-10090","post","type-post","status-publish","format-standard","hentry","category-133","category-qwen","category-gemini","category-agentic","category-python","category-vibe-coding","category-119","category-146","category-anthropic","category-framework","category-dataset-","category-visionlanguageaction"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10090","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=10090"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10090\/revisions"}],"predecessor-version":[{"id":10093,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10090\/revisions\/10093"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10089"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10090"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}